How to run bpnet in tao toolkit?

HI,
Can I see it in real-time? Thx

root@ubuntu:/home/nvidia/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app# ls -rlt
total 1704
-rw-rw-r-- 1 nvidia nvidia   4008 Aug  3 15:59 README.md
-rw-rw-r-- 1 nvidia nvidia   3029 Aug  3 15:59 Makefile
-rw-rw-r-- 1 nvidia nvidia   1982 Aug  3 15:59 ds_bodypose2d_meta.h
-rw-rw-r-- 1 nvidia nvidia   4129 Aug  3 15:59 deepstream_bodypose2d_meta.cpp
-rw-rw-r-- 1 nvidia nvidia  46293 Aug  3 15:59 deepstream_bodypose2d_app.cpp
-rw-rw-r-- 1 nvidia nvidia   6569 Aug  3 15:59 bodypose2d_pipeline.png
-rw-rw-r-- 1 nvidia nvidia    712 Aug  3 15:59 bodypose2d_app_config.yml
-rw-rw-r-- 1 nvidia nvidia 744320 Aug  3 16:28 deepstream_bodypose2d_app.o
-rw-rw-r-- 1 nvidia nvidia  62184 Aug  3 16:28 deepstream_bodypose2d_meta.o
-rw-rw-r-- 1 nvidia nvidia 425528 Aug  3 16:28 ds_yml_parse.o
-rwxrwxr-x 1 nvidia nvidia 425936 Aug  3 16:28 deepstream-bodypose2d-app
-rw-rw-r-- 1 nvidia nvidia      0 Aug  3 17:03 body2dout.jpg
-rw-r--r-- 1 root   root        0 Aug 10 16:41 test.264
root@ubuntu:/home/nvidia/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app# 

Can you clean env “DISPLAY” and run again?

HI,

I have unset DISPLAY and the test.h264 is created.
Still trying to figure out how to display the test.h264…
VLC crash when I tried to open it.
video-viewer test.h264 does not work (from dusty-nv)

Btw, can I view it in real-time? Thx

You can download “file view plus” to view h264 files.

Hi,

The test.264 is 12.2Mb, right? But I cannot open it in “file view plus”… and this application is only 14 days trial…
I tried VLC, it crashed… :<
I wonder if the file is corrupted…

Thx

Here is the print out

root@ubuntu:/home/nvidia/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app# ./deepstream-bodypose2d-app bodypose2d_app_config.yml 
Request sink_0 pad from streammux
Request sink_1 pad from streammux
!! [WARNING] Unknown param found : type
!! [WARNING] Unknown param found : enc
!! [WARNING] Unknown param found : udpport
!! [WARNING] Unknown param found : rtspport
!! [WARNING] Unknown param found : filename
total 1 item
group model-config found 0
Now playing: SUDO_GID=1000
Opening in BLOCKING MODE 
0:00:05.586896914 11542 0xaaaae64b6670 INFO                 nvinfer gstnvinfer.cpp:646:gst_nvinfer_logger:<primary-infer-engine1> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::deserializeEngineAndBackend() <nvdsinfer_context_impl.cpp:1900> [UID = 1]: deserialized trt engine from :/home/nvidia/deepstream_tao_apps/models/bodypose2d/model.etlt_b32_gpu0_fp16.engine
INFO: [FullDims Engine Info]: layers num: 3
0   INPUT  kFLOAT input_1:0       288x384x3       min: 1x288x384x3     opt: 32x288x384x3    Max: 32x288x384x3    
1   OUTPUT kFLOAT heatmap_out/BiasAdd:0 36x48x19        min: 0               opt: 0               Max: 0               
2   OUTPUT kFLOAT conv2d_transpose_1/BiasAdd:0 144x192x38      min: 0               opt: 0               Max: 0               

0:00:05.749166580 11542 0xaaaae64b6670 INFO                 nvinfer gstnvinfer.cpp:646:gst_nvinfer_logger:<primary-infer-engine1> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:2003> [UID = 1]: Use deserialized engine model: /home/nvidia/deepstream_tao_apps/models/bodypose2d/model.etlt_b32_gpu0_fp16.engine
0:00:06.172064227 11542 0xaaaae64b6670 INFO                 nvinfer gstnvinfer_impl.cpp:328:notifyLoadModelStatus:<primary-infer-engine1> [UID 1]: Load new model:/home/nvidia/deepstream_tao_apps/configs/bodypose2d_tao/bodypose2d_pgie_config.yml sucessfully
Decodebin child added: source
Decodebin child added: decodebin0
Decodebin child added: source
Decodebin child added: decodebin1
Running...
Decodebin child added: qtdemux0
Decodebin child added: qtdemux1
Decodebin child added: multiqueue1
Decodebin child added: multiqueue0
Decodebin child added: h264parse1
Decodebin child added: h264parse0
Decodebin child added: capsfilter1
Decodebin child added: capsfilter0
Decodebin child added: aacparse0
Decodebin child added: aacparse1
Decodebin child added: avdec_aac0
Decodebin child added: avdec_aac1
Decodebin child added: nvv4l2decoder0
Decodebin child added: nvv4l2decoder1
Opening in BLOCKING MODE 
Opening in BLOCKING MODE 
NvMMLiteOpen : Block : BlockType = 261 
NvMMLiteOpen : Block : BlockType = 261 
NVMEDIA: Reading vendor.tegra.display-size : status: 6 
NVMEDIA: Reading vendor.tegra.display-size : status: 6 
NvMMLiteBlockCreate : Block : BlockType = 261 
NvMMLiteBlockCreate : Block : BlockType = 261 
In cb_newpad
In cb_newpad
###Decodebin pick nvidia decoder plugin.
In cb_newpad
###Decodebin pick nvidia decoder plugin.
In cb_newpad
NvMMLiteOpen : Block : BlockType = 4 
===== NVMEDIA: NVENC =====
NvMMLiteBlockCreate : Block : BlockType = 4 
Frame Number = 0 Person Count = 4
Frame Number = 1 Person Count = 4
H264: Profile = 66, Level = 0 
NVMEDIA: Need to set EMC bandwidth : 376000 
NVMEDIA_ENC: bBlitMode is set to TRUE 
Frame Number = 2 Person Count = 4
Frame Number = 3 Person Count = 4
Frame Number = 4 Person Count = 10
Frame Number = 5 Person Count = 4
Frame Number = 6 Person Count = 4
Frame Number = 7 Person Count = 4
Frame Number = 8 Person Count = 4
Frame Number = 9 Person Count = 4
Frame Number = 10 Person Count = 4
Frame Number = 11 Person Count = 4
Frame Number = 12 Person Count = 4
Frame Number = 13 Person Count = 4
Frame Number = 14 Person Count = 4
Frame Number = 15 Person Count = 4
Frame Number = 16 Person Count = 4
Frame Number = 17 Person Count = 4
Frame Number = 18 Person Count = 4
Frame Number = 19 Person Count = 4
Frame Number = 20 Person Count = 6
Frame Number = 21 Person Count = 4
Frame Number = 22 Person Count = 4
Frame Number = 23 Person Count = 4
Frame Number = 24 Person Count = 6
Frame Number = 25 Person Count = 4
Frame Number = 26 Person Count = 6
Frame Number = 27 Person Count = 6
Frame Number = 28 Person Count = 6
Frame Number = 29 Person Count = 6
Frame Number = 30 Person Count = 4
Frame Number = 31 Person Count = 4
Frame Number = 32 Person Count = 4
Frame Number = 33 Person Count = 6
Frame Number = 34 Person Count = 6
Frame Number = 35 Person Count = 8
Frame Number = 36 Person Count = 8
Frame Number = 37 Person Count = 8
Frame Number = 38 Person Count = 8
Frame Number = 39 Person Count = 10
Frame Number = 40 Person Count = 8
Frame Number = 41 Person Count = 6
Frame Number = 42 Person Count = 4
Frame Number = 43 Person Count = 4
Frame Number = 44 Person Count = 8
Frame Number = 45 Person Count = 6
Frame Number = 46 Person Count = 6
Frame Number = 47 Person Count = 4
Frame Number = 48 Person Count = 6
Frame Number = 49 Person Count = 4
Frame Number = 50 Person Count = 4
Frame Number = 51 Person Count = 4
Frame Number = 52 Person Count = 4
Frame Number = 53 Person Count = 6
Frame Number = 54 Person Count = 4
Frame Number = 55 Person Count = 6
Frame Number = 56 Person Count = 6
Frame Number = 57 Person Count = 4
Frame Number = 58 Person Count = 6
Frame Number = 59 Person Count = 6
Frame Number = 60 Person Count = 6
Frame Number = 61 Person Count = 6
Frame Number = 62 Person Count = 10
Frame Number = 63 Person Count = 8
Frame Number = 64 Person Count = 8
Frame Number = 65 Person Count = 10
Frame Number = 66 Person Count = 8
Frame Number = 67 Person Count = 8
Frame Number = 68 Person Count = 6
Frame Number = 69 Person Count = 6
Frame Number = 70 Person Count = 8
Frame Number = 71 Person Count = 6
Frame Number = 72 Person Count = 6
Frame Number = 73 Person Count = 4
Frame Number = 74 Person Count = 6
Frame Number = 75 Person Count = 6
Frame Number = 76 Person Count = 8
Frame Number = 77 Person Count = 6
Frame Number = 78 Person Count = 8
Frame Number = 79 Person Count = 8
Frame Number = 80 Person Count = 6
Frame Number = 81 Person Count = 4
Frame Number = 82 Person Count = 4
Frame Number = 83 Person Count = 6
Frame Number = 84 Person Count = 8
Frame Number = 85 Person Count = 10
Frame Number = 86 Person Count = 6
Frame Number = 87 Person Count = 6
Frame Number = 88 Person Count = 8
Frame Number = 89 Person Count = 8
Frame Number = 90 Person Count = 8
Frame Number = 91 Person Count = 8
Frame Number = 92 Person Count = 14
Frame Number = 93 Person Count = 6
Frame Number = 94 Person Count = 10
Frame Number = 95 Person Count = 8
Frame Number = 96 Person Count = 8
Frame Number = 97 Person Count = 6
Frame Number = 98 Person Count = 10
Frame Number = 99 Person Count = 12
Frame Number = 100 Person Count = 12
Frame Number = 101 Person Count = 10
Frame Number = 102 Person Count = 14
Frame Number = 103 Person Count = 12
Frame Number = 104 Person Count = 14
Frame Number = 105 Person Count = 12
Frame Number = 106 Person Count = 10
Frame Number = 107 Person Count = 12
Frame Number = 108 Person Count = 14
Frame Number = 109 Person Count = 12
Frame Number = 110 Person Count = 10
Frame Number = 111 Person Count = 10
Frame Number = 112 Person Count = 14
Frame Number = 113 Person Count = 14
Frame Number = 114 Person Count = 12
Frame Number = 115 Person Count = 10
Frame Number = 116 Person Count = 12
Frame Number = 117 Person Count = 10
Frame Number = 118 Person Count = 12
Frame Number = 119 Person Count = 12
Frame Number = 120 Person Count = 12
Frame Number = 121 Person Count = 12
Frame Number = 122 Person Count = 10
Frame Number = 123 Person Count = 10
Frame Number = 124 Person Count = 8
Frame Number = 125 Person Count = 8
Frame Number = 126 Person Count = 8
Frame Number = 127 Person Count = 8
Frame Number = 128 Person Count = 14
Frame Number = 129 Person Count = 12
Frame Number = 130 Person Count = 12
Frame Number = 131 Person Count = 8
Frame Number = 132 Person Count = 10
Frame Number = 133 Person Count = 12
Frame Number = 134 Person Count = 12
Frame Number = 135 Person Count = 12
Frame Number = 136 Person Count = 12
Frame Number = 137 Person Count = 8
Frame Number = 138 Person Count = 10
Frame Number = 139 Person Count = 10
Frame Number = 140 Person Count = 6
Frame Number = 141 Person Count = 10
Frame Number = 142 Person Count = 12
Frame Number = 143 Person Count = 10
Frame Number = 144 Person Count = 6
Frame Number = 145 Person Count = 10
Frame Number = 146 Person Count = 8
Frame Number = 147 Person Count = 10
Frame Number = 148 Person Count = 12
Frame Number = 149 Person Count = 10
Frame Number = 150 Person Count = 10
Frame Number = 151 Person Count = 10
Frame Number = 152 Person Count = 10
Frame Number = 153 Person Count = 12
Frame Number = 154 Person Count = 12
Frame Number = 155 Person Count = 10
Frame Number = 156 Person Count = 10
Frame Number = 157 Person Count = 10
Frame Number = 158 Person Count = 10
Frame Number = 159 Person Count = 12
Frame Number = 160 Person Count = 12
Frame Number = 161 Person Count = 14
Frame Number = 162 Person Count = 12
Frame Number = 163 Person Count = 10
Frame Number = 164 Person Count = 10
Frame Number = 165 Person Count = 14
Frame Number = 166 Person Count = 10
Frame Number = 167 Person Count = 8
Frame Number = 168 Person Count = 8
Frame Number = 169 Person Count = 12
Frame Number = 170 Person Count = 10
Frame Number = 171 Person Count = 12
Frame Number = 172 Person Count = 10
Frame Number = 173 Person Count = 8
Frame Number = 174 Person Count = 8
Frame Number = 175 Person Count = 8
Frame Number = 176 Person Count = 6
Frame Number = 177 Person Count = 8
Frame Number = 178 Person Count = 8
Frame Number = 179 Person Count = 8
Frame Number = 180 Person Count = 8
Frame Number = 181 Person Count = 8
Frame Number = 182 Person Count = 8
Frame Number = 183 Person Count = 10
Frame Number = 184 Person Count = 10
Frame Number = 185 Person Count = 10
Frame Number = 186 Person Count = 10
Frame Number = 187 Person Count = 8
Frame Number = 188 Person Count = 10
Frame Number = 189 Person Count = 8
Frame Number = 190 Person Count = 10
Frame Number = 191 Person Count = 10
Frame Number = 192 Person Count = 10
Frame Number = 193 Person Count = 14
Frame Number = 194 Person Count = 12
Frame Number = 195 Person Count = 8
Frame Number = 196 Person Count = 8
Frame Number = 197 Person Count = 10
Frame Number = 198 Person Count = 10
Frame Number = 199 Person Count = 12
Frame Number = 200 Person Count = 12
Frame Number = 201 Person Count = 10
Frame Number = 202 Person Count = 10
Frame Number = 203 Person Count = 8
Frame Number = 204 Person Count = 14
Frame Number = 205 Person Count = 8
Frame Number = 206 Person Count = 12
Frame Number = 207 Person Count = 10
Frame Number = 208 Person Count = 10
Frame Number = 209 Person Count = 8
Frame Number = 210 Person Count = 10
Frame Number = 211 Person Count = 10
Frame Number = 212 Person Count = 10
Frame Number = 213 Person Count = 10
Frame Number = 214 Person Count = 10
Frame Number = 215 Person Count = 10
Frame Number = 216 Person Count = 10
Frame Number = 217 Person Count = 10
Frame Number = 218 Person Count = 12
Frame Number = 219 Person Count = 14
Frame Number = 220 Person Count = 10
Frame Number = 221 Person Count = 8
Frame Number = 222 Person Count = 8
Frame Number = 223 Person Count = 8
Frame Number = 224 Person Count = 8
Frame Number = 225 Person Count = 8
Frame Number = 226 Person Count = 10
Frame Number = 227 Person Count = 8
Frame Number = 228 Person Count = 8
Frame Number = 229 Person Count = 6
Frame Number = 230 Person Count = 8
Frame Number = 231 Person Count = 8
Frame Number = 232 Person Count = 8
Frame Number = 233 Person Count = 10
Frame Number = 234 Person Count = 6
Frame Number = 235 Person Count = 8
Frame Number = 236 Person Count = 6
Frame Number = 237 Person Count = 12
Frame Number = 238 Person Count = 18
Frame Number = 239 Person Count = 14
Frame Number = 240 Person Count = 10
Frame Number = 241 Person Count = 8
Frame Number = 242 Person Count = 8
Frame Number = 243 Person Count = 8
Frame Number = 244 Person Count = 8
Frame Number = 245 Person Count = 8
Frame Number = 246 Person Count = 10
Frame Number = 247 Person Count = 8
Frame Number = 248 Person Count = 8
Frame Number = 249 Person Count = 10
Frame Number = 250 Person Count = 8
Frame Number = 251 Person Count = 6
Frame Number = 252 Person Count = 6
Frame Number = 253 Person Count = 6
Frame Number = 254 Person Count = 6
Frame Number = 255 Person Count = 10
Frame Number = 256 Person Count = 10
Frame Number = 257 Person Count = 10
Frame Number = 258 Person Count = 10
Frame Number = 259 Person Count = 6
Frame Number = 260 Person Count = 6
Frame Number = 261 Person Count = 8
Frame Number = 262 Person Count = 8
Frame Number = 263 Person Count = 8
Frame Number = 264 Person Count = 6
Frame Number = 265 Person Count = 8
Frame Number = 266 Person Count = 8
Frame Number = 267 Person Count = 10
Frame Number = 268 Person Count = 8
Frame Number = 269 Person Count = 8
Frame Number = 270 Person Count = 8
Frame Number = 271 Person Count = 10
Frame Number = 272 Person Count = 8
Frame Number = 273 Person Count = 8
Frame Number = 274 Person Count = 6
Frame Number = 275 Person Count = 6
Frame Number = 276 Person Count = 10
Frame Number = 277 Person Count = 6
Frame Number = 278 Person Count = 10
Frame Number = 279 Person Count = 10
Frame Number = 280 Person Count = 10
Frame Number = 281 Person Count = 10
Frame Number = 282 Person Count = 8
Frame Number = 283 Person Count = 10
Frame Number = 284 Person Count = 10
Frame Number = 285 Person Count = 10
Frame Number = 286 Person Count = 10
Frame Number = 287 Person Count = 10
Frame Number = 288 Person Count = 6
Frame Number = 289 Person Count = 6
Frame Number = 290 Person Count = 6
Frame Number = 291 Person Count = 8
Frame Number = 292 Person Count = 8
Frame Number = 293 Person Count = 8
Frame Number = 294 Person Count = 8
Frame Number = 295 Person Count = 10
Frame Number = 296 Person Count = 6
Frame Number = 297 Person Count = 10
Frame Number = 298 Person Count = 12
Frame Number = 299 Person Count = 12
Frame Number = 300 Person Count = 10
Frame Number = 301 Person Count = 10
Frame Number = 302 Person Count = 8
Frame Number = 303 Person Count = 8
Frame Number = 304 Person Count = 6
Frame Number = 305 Person Count = 8
Frame Number = 306 Person Count = 12
Frame Number = 307 Person Count = 8
Frame Number = 308 Person Count = 8
Frame Number = 309 Person Count = 12
Frame Number = 310 Person Count = 8
Frame Number = 311 Person Count = 10
Frame Number = 312 Person Count = 6
Frame Number = 313 Person Count = 6
Frame Number = 314 Person Count = 8
Frame Number = 315 Person Count = 8
Frame Number = 316 Person Count = 6
Frame Number = 317 Person Count = 12
Frame Number = 318 Person Count = 10
Frame Number = 319 Person Count = 12
Frame Number = 320 Person Count = 14
Frame Number = 321 Person Count = 12
Frame Number = 322 Person Count = 18
Frame Number = 323 Person Count = 14
Frame Number = 324 Person Count = 22
Frame Number = 325 Person Count = 10
Frame Number = 326 Person Count = 14
Frame Number = 327 Person Count = 10
Frame Number = 328 Person Count = 8
Frame Number = 329 Person Count = 8
Frame Number = 330 Person Count = 10
Frame Number = 331 Person Count = 8
Frame Number = 332 Person Count = 6
Frame Number = 333 Person Count = 10
Frame Number = 334 Person Count = 10
Frame Number = 335 Person Count = 10
Frame Number = 336 Person Count = 6
Frame Number = 337 Person Count = 10
Frame Number = 338 Person Count = 10
Frame Number = 339 Person Count = 10
Frame Number = 340 Person Count = 12
Frame Number = 341 Person Count = 12
Frame Number = 342 Person Count = 8
Frame Number = 343 Person Count = 8
Frame Number = 344 Person Count = 10
Frame Number = 345 Person Count = 8
Frame Number = 346 Person Count = 10
Frame Number = 347 Person Count = 10
Frame Number = 348 Person Count = 8
Frame Number = 349 Person Count = 8
Frame Number = 350 Person Count = 8
Frame Number = 351 Person Count = 10
Frame Number = 352 Person Count = 8
Frame Number = 353 Person Count = 16
Frame Number = 354 Person Count = 14
Frame Number = 355 Person Count = 8
Frame Number = 356 Person Count = 12
Frame Number = 357 Person Count = 18
Frame Number = 358 Person Count = 10
Frame Number = 359 Person Count = 14
Frame Number = 360 Person Count = 16
Frame Number = 361 Person Count = 10
Frame Number = 362 Person Count = 10
Frame Number = 363 Person Count = 14
Frame Number = 364 Person Count = 12
Frame Number = 365 Person Count = 10
Frame Number = 366 Person Count = 8
Frame Number = 367 Person Count = 14
Frame Number = 368 Person Count = 12
Frame Number = 369 Person Count = 8
Frame Number = 370 Person Count = 12
Frame Number = 371 Person Count = 8
Frame Number = 372 Person Count = 10
Frame Number = 373 Person Count = 10
Frame Number = 374 Person Count = 8
Frame Number = 375 Person Count = 12
Frame Number = 376 Person Count = 14
Frame Number = 377 Person Count = 6
Frame Number = 378 Person Count = 12
Frame Number = 379 Person Count = 12
Frame Number = 380 Person Count = 14
Frame Number = 381 Person Count = 10
Frame Number = 382 Person Count = 12
Frame Number = 383 Person Count = 14
Frame Number = 384 Person Count = 12
Frame Number = 385 Person Count = 10
Frame Number = 386 Person Count = 10
Frame Number = 387 Person Count = 8
Frame Number = 388 Person Count = 8
Frame Number = 389 Person Count = 6
Frame Number = 390 Person Count = 6
Frame Number = 391 Person Count = 6
Frame Number = 392 Person Count = 8
Frame Number = 393 Person Count = 8
Frame Number = 394 Person Count = 8
Frame Number = 395 Person Count = 8
Frame Number = 396 Person Count = 10
Frame Number = 397 Person Count = 12
Frame Number = 398 Person Count = 6
Frame Number = 399 Person Count = 8
Frame Number = 400 Person Count = 8
Frame Number = 401 Person Count = 6
Frame Number = 402 Person Count = 8
Frame Number = 403 Person Count = 10
Frame Number = 404 Person Count = 8
Frame Number = 405 Person Count = 8
Frame Number = 406 Person Count = 8
Frame Number = 407 Person Count = 8
Frame Number = 408 Person Count = 10
Frame Number = 409 Person Count = 8
Frame Number = 410 Person Count = 8
Frame Number = 411 Person Count = 8
Frame Number = 412 Person Count = 10
Frame Number = 413 Person Count = 8
Frame Number = 414 Person Count = 8
Frame Number = 415 Person Count = 10
Frame Number = 416 Person Count = 8
Frame Number = 417 Person Count = 10
Frame Number = 418 Person Count = 8
Frame Number = 419 Person Count = 8
Frame Number = 420 Person Count = 8
Frame Number = 421 Person Count = 8
Frame Number = 422 Person Count = 6
Frame Number = 423 Person Count = 8
Frame Number = 424 Person Count = 6
Frame Number = 425 Person Count = 8
Frame Number = 426 Person Count = 8
Frame Number = 427 Person Count = 6
Frame Number = 428 Person Count = 6
Frame Number = 429 Person Count = 8
Frame Number = 430 Person Count = 6
Frame Number = 431 Person Count = 6
Frame Number = 432 Person Count = 8
Frame Number = 433 Person Count = 8
Frame Number = 434 Person Count = 4
Frame Number = 435 Person Count = 8
Frame Number = 436 Person Count = 6
Frame Number = 437 Person Count = 8
Frame Number = 438 Person Count = 6
Frame Number = 439 Person Count = 8
Frame Number = 440 Person Count = 8
Frame Number = 441 Person Count = 10
Frame Number = 442 Person Count = 6
Frame Number = 443 Person Count = 6
Frame Number = 444 Person Count = 6
Frame Number = 445 Person Count = 8
Frame Number = 446 Person Count = 10
Frame Number = 447 Person Count = 6
Frame Number = 448 Person Count = 8
Frame Number = 449 Person Count = 8
Frame Number = 450 Person Count = 8
Frame Number = 451 Person Count = 8
Frame Number = 452 Person Count = 8
Frame Number = 453 Person Count = 8
Frame Number = 454 Person Count = 6
Frame Number = 455 Person Count = 6
Frame Number = 456 Person Count = 6
Frame Number = 457 Person Count = 6
Frame Number = 458 Person Count = 10
Frame Number = 459 Person Count = 6
Frame Number = 460 Person Count = 8
Frame Number = 461 Person Count = 6
Frame Number = 462 Person Count = 6
Frame Number = 463 Person Count = 6
Frame Number = 464 Person Count = 6
Frame Number = 465 Person Count = 6
Frame Number = 466 Person Count = 8
Frame Number = 467 Person Count = 6
Frame Number = 468 Person Count = 4
Frame Number = 469 Person Count = 4
Frame Number = 470 Person Count = 4
Frame Number = 471 Person Count = 4
Frame Number = 472 Person Count = 8
Frame Number = 473 Person Count = 6
Frame Number = 474 Person Count = 4
Frame Number = 475 Person Count = 6
Frame Number = 476 Person Count = 8
Frame Number = 477 Person Count = 6
Frame Number = 478 Person Count = 6
Frame Number = 479 Person Count = 6
Frame Number = 480 Person Count = 10
Frame Number = 481 Person Count = 10
Frame Number = 482 Person Count = 6
Frame Number = 483 Person Count = 8
Frame Number = 484 Person Count = 6
Frame Number = 485 Person Count = 6
Frame Number = 486 Person Count = 6
Frame Number = 487 Person Count = 6
Frame Number = 488 Person Count = 6
Frame Number = 489 Person Count = 8
Frame Number = 490 Person Count = 8
Frame Number = 491 Person Count = 6
Frame Number = 492 Person Count = 6
Frame Number = 493 Person Count = 10
Frame Number = 494 Person Count = 10
Frame Number = 495 Person Count = 10
Frame Number = 496 Person Count = 10
Frame Number = 497 Person Count = 10
Frame Number = 498 Person Count = 14
Frame Number = 499 Person Count = 10
Frame Number = 500 Person Count = 12
Frame Number = 501 Person Count = 10
Frame Number = 502 Person Count = 8
Frame Number = 503 Person Count = 6
Frame Number = 504 Person Count = 8
Frame Number = 505 Person Count = 10
Frame Number = 506 Person Count = 8
Frame Number = 507 Person Count = 10
Frame Number = 508 Person Count = 10
Frame Number = 509 Person Count = 14
Frame Number = 510 Person Count = 10
Frame Number = 511 Person Count = 12
Frame Number = 512 Person Count = 10
Frame Number = 513 Person Count = 10
Frame Number = 514 Person Count = 10
Frame Number = 515 Person Count = 12
Frame Number = 516 Person Count = 12
Frame Number = 517 Person Count = 8
Frame Number = 518 Person Count = 8
Frame Number = 519 Person Count = 10
Frame Number = 520 Person Count = 10
Frame Number = 521 Person Count = 8
Frame Number = 522 Person Count = 6
Frame Number = 523 Person Count = 10
Frame Number = 524 Person Count = 8
Frame Number = 525 Person Count = 6
Frame Number = 526 Person Count = 10
Frame Number = 527 Person Count = 6
Frame Number = 528 Person Count = 10
Frame Number = 529 Person Count = 10
Frame Number = 530 Person Count = 10
Frame Number = 531 Person Count = 10
Frame Number = 532 Person Count = 12
Frame Number = 533 Person Count = 12
Frame Number = 534 Person Count = 12
Frame Number = 535 Person Count = 10
Frame Number = 536 Person Count = 10
Frame Number = 537 Person Count = 10
Frame Number = 538 Person Count = 10
Frame Number = 539 Person Count = 12
Frame Number = 540 Person Count = 8
Frame Number = 541 Person Count = 10
Frame Number = 542 Person Count = 10
Frame Number = 543 Person Count = 8
Frame Number = 544 Person Count = 8
Frame Number = 545 Person Count = 12
Frame Number = 546 Person Count = 8
Frame Number = 547 Person Count = 12
Frame Number = 548 Person Count = 10
Frame Number = 549 Person Count = 12
Frame Number = 550 Person Count = 8
Frame Number = 551 Person Count = 8
Frame Number = 552 Person Count = 6
Frame Number = 553 Person Count = 8
Frame Number = 554 Person Count = 6
Frame Number = 555 Person Count = 8
Frame Number = 556 Person Count = 6
Frame Number = 557 Person Count = 10
Frame Number = 558 Person Count = 10
Frame Number = 559 Person Count = 10
Frame Number = 560 Person Count = 10
Frame Number = 561 Person Count = 10
Frame Number = 562 Person Count = 8
Frame Number = 563 Person Count = 12
Frame Number = 564 Person Count = 8
Frame Number = 565 Person Count = 12
Frame Number = 566 Person Count = 12
Frame Number = 567 Person Count = 8
Frame Number = 568 Person Count = 8
Frame Number = 569 Person Count = 10
Frame Number = 570 Person Count = 12
Frame Number = 571 Person Count = 16
Frame Number = 572 Person Count = 12
Frame Number = 573 Person Count = 16
Frame Number = 574 Person Count = 12
Frame Number = 575 Person Count = 6
Frame Number = 576 Person Count = 8
Frame Number = 577 Person Count = 8
Frame Number = 578 Person Count = 8
Frame Number = 579 Person Count = 8
Frame Number = 580 Person Count = 10
Frame Number = 581 Person Count = 8
Frame Number = 582 Person Count = 8
Frame Number = 583 Person Count = 6
Frame Number = 584 Person Count = 8
Frame Number = 585 Person Count = 10
Frame Number = 586 Person Count = 12
Frame Number = 587 Person Count = 10
Frame Number = 588 Person Count = 14
Frame Number = 589 Person Count = 10
Frame Number = 590 Person Count = 10
Frame Number = 591 Person Count = 12
Frame Number = 592 Person Count = 12
Frame Number = 593 Person Count = 10
Frame Number = 594 Person Count = 8
Frame Number = 595 Person Count = 16
Frame Number = 596 Person Count = 10
Frame Number = 597 Person Count = 8
Frame Number = 598 Person Count = 6
Frame Number = 599 Person Count = 10
Frame Number = 600 Person Count = 12
Frame Number = 601 Person Count = 10
Frame Number = 602 Person Count = 10
Frame Number = 603 Person Count = 8
Frame Number = 604 Person Count = 10
Frame Number = 605 Person Count = 14
Frame Number = 606 Person Count = 12
Frame Number = 607 Person Count = 14
Frame Number = 608 Person Count = 10
Frame Number = 609 Person Count = 14
Frame Number = 610 Person Count = 14
Frame Number = 611 Person Count = 14
Frame Number = 612 Person Count = 12
Frame Number = 613 Person Count = 12
Frame Number = 614 Person Count = 14
Frame Number = 615 Person Count = 12
Frame Number = 616 Person Count = 12
Frame Number = 617 Person Count = 12
Frame Number = 618 Person Count = 10
Frame Number = 619 Person Count = 10
Frame Number = 620 Person Count = 14
Frame Number = 621 Person Count = 10
Frame Number = 622 Person Count = 8
Frame Number = 623 Person Count = 12
Frame Number = 624 Person Count = 12
Frame Number = 625 Person Count = 10
Frame Number = 626 Person Count = 10
Frame Number = 627 Person Count = 10
Frame Number = 628 Person Count = 10
Frame Number = 629 Person Count = 14
Frame Number = 630 Person Count = 16
Frame Number = 631 Person Count = 18
Frame Number = 632 Person Count = 14
Frame Number = 633 Person Count = 12
Frame Number = 634 Person Count = 14
Frame Number = 635 Person Count = 10
Frame Number = 636 Person Count = 12
Frame Number = 637 Person Count = 10
Frame Number = 638 Person Count = 10
Frame Number = 639 Person Count = 14
Frame Number = 640 Person Count = 10
Frame Number = 641 Person Count = 10
Frame Number = 642 Person Count = 8
Frame Number = 643 Person Count = 12
Frame Number = 644 Person Count = 6
Frame Number = 645 Person Count = 8
Frame Number = 646 Person Count = 8
Frame Number = 647 Person Count = 6
Frame Number = 648 Person Count = 10
Frame Number = 649 Person Count = 4
Frame Number = 650 Person Count = 6
Frame Number = 651 Person Count = 6
Frame Number = 652 Person Count = 4
Frame Number = 653 Person Count = 6
Frame Number = 654 Person Count = 4
Frame Number = 655 Person Count = 4
Frame Number = 656 Person Count = 6
Frame Number = 657 Person Count = 8
Frame Number = 658 Person Count = 6
Frame Number = 659 Person Count = 6
Frame Number = 660 Person Count = 8
Frame Number = 661 Person Count = 6
Frame Number = 662 Person Count = 8
Frame Number = 663 Person Count = 10
Frame Number = 664 Person Count = 10
Frame Number = 665 Person Count = 12
Frame Number = 666 Person Count = 10
Frame Number = 667 Person Count = 12
Frame Number = 668 Person Count = 12
Frame Number = 669 Person Count = 10
Frame Number = 670 Person Count = 12
Frame Number = 671 Person Count = 10
Frame Number = 672 Person Count = 10
Frame Number = 673 Person Count = 10
Frame Number = 674 Person Count = 8
Frame Number = 675 Person Count = 8
Frame Number = 676 Person Count = 10
Frame Number = 677 Person Count = 6
Frame Number = 678 Person Count = 8
Frame Number = 679 Person Count = 8
Frame Number = 680 Person Count = 10
Frame Number = 681 Person Count = 10
Frame Number = 682 Person Count = 10
Frame Number = 683 Person Count = 8
Frame Number = 684 Person Count = 8
Frame Number = 685 Person Count = 10
Frame Number = 686 Person Count = 10
Frame Number = 687 Person Count = 8
Frame Number = 688 Person Count = 6
Frame Number = 689 Person Count = 10
Frame Number = 690 Person Count = 8
Frame Number = 691 Person Count = 8
Frame Number = 692 Person Count = 6
Frame Number = 693 Person Count = 6
Frame Number = 694 Person Count = 10
Frame Number = 695 Person Count = 8
Frame Number = 696 Person Count = 10
Frame Number = 697 Person Count = 8
Frame Number = 698 Person Count = 6
Frame Number = 699 Person Count = 6
Frame Number = 700 Person Count = 6
Frame Number = 701 Person Count = 8
Frame Number = 702 Person Count = 8
Frame Number = 703 Person Count = 6
Frame Number = 704 Person Count = 8
Frame Number = 705 Person Count = 8
Frame Number = 706 Person Count = 10
Frame Number = 707 Person Count = 10
Frame Number = 708 Person Count = 8
Frame Number = 709 Person Count = 4
Frame Number = 710 Person Count = 10
Frame Number = 711 Person Count = 8
Frame Number = 712 Person Count = 6
Frame Number = 713 Person Count = 4
Frame Number = 714 Person Count = 8
Frame Number = 715 Person Count = 6
Frame Number = 716 Person Count = 4
Frame Number = 717 Person Count = 8
Frame Number = 718 Person Count = 6
Frame Number = 719 Person Count = 8
Frame Number = 720 Person Count = 6
Frame Number = 721 Person Count = 8
Frame Number = 722 Person Count = 8
Frame Number = 723 Person Count = 4
Frame Number = 724 Person Count = 6
Frame Number = 725 Person Count = 6
Frame Number = 726 Person Count = 8
Frame Number = 727 Person Count = 10
Frame Number = 728 Person Count = 6
Frame Number = 729 Person Count = 10
Frame Number = 730 Person Count = 6
Frame Number = 731 Person Count = 4
Frame Number = 732 Person Count = 4
Frame Number = 733 Person Count = 6
Frame Number = 734 Person Count = 8
Frame Number = 735 Person Count = 12
Frame Number = 736 Person Count = 6
Frame Number = 737 Person Count = 8
Frame Number = 738 Person Count = 6
Frame Number = 739 Person Count = 4
Frame Number = 740 Person Count = 6
Frame Number = 741 Person Count = 6
Frame Number = 742 Person Count = 4
Frame Number = 743 Person Count = 6
Frame Number = 744 Person Count = 6
Frame Number = 745 Person Count = 4
Frame Number = 746 Person Count = 6
Frame Number = 747 Person Count = 6
Frame Number = 748 Person Count = 4
Frame Number = 749 Person Count = 4
Frame Number = 750 Person Count = 4
Frame Number = 751 Person Count = 4
Frame Number = 752 Person Count = 6
Frame Number = 753 Person Count = 4
Frame Number = 754 Person Count = 4
Frame Number = 755 Person Count = 4
Frame Number = 756 Person Count = 6
Frame Number = 757 Person Count = 6
Frame Number = 758 Person Count = 6
Frame Number = 759 Person Count = 6
Frame Number = 760 Person Count = 4
Frame Number = 761 Person Count = 4
Frame Number = 762 Person Count = 6
Frame Number = 763 Person Count = 4
Frame Number = 764 Person Count = 6
Frame Number = 765 Person Count = 4
Frame Number = 766 Person Count = 6
Frame Number = 767 Person Count = 6
Frame Number = 768 Person Count = 4
Frame Number = 769 Person Count = 4
Frame Number = 770 Person Count = 4
Frame Number = 771 Person Count = 4
Frame Number = 772 Person Count = 4
Frame Number = 773 Person Count = 4
Frame Number = 774 Person Count = 4
Frame Number = 775 Person Count = 4
Frame Number = 776 Person Count = 4
Frame Number = 777 Person Count = 4
Frame Number = 778 Person Count = 4
Frame Number = 779 Person Count = 4
Frame Number = 780 Person Count = 4
Frame Number = 781 Person Count = 4
Frame Number = 782 Person Count = 6
Frame Number = 783 Person Count = 10
Frame Number = 784 Person Count = 2
Frame Number = 785 Person Count = 4
Frame Number = 786 Person Count = 4
Frame Number = 787 Person Count = 8
Frame Number = 788 Person Count = 10
Frame Number = 789 Person Count = 12
Frame Number = 790 Person Count = 10
Frame Number = 791 Person Count = 8
Frame Number = 792 Person Count = 10
Frame Number = 793 Person Count = 8
Frame Number = 794 Person Count = 6
Frame Number = 795 Person Count = 10
Frame Number = 796 Person Count = 8
Frame Number = 797 Person Count = 10
Frame Number = 798 Person Count = 6
Frame Number = 799 Person Count = 4
Frame Number = 800 Person Count = 6
Frame Number = 801 Person Count = 6
Frame Number = 802 Person Count = 6
Frame Number = 803 Person Count = 6
Frame Number = 804 Person Count = 6
Frame Number = 805 Person Count = 8
Frame Number = 806 Person Count = 6
Frame Number = 807 Person Count = 4
Frame Number = 808 Person Count = 6
Frame Number = 809 Person Count = 8
Frame Number = 810 Person Count = 6
Frame Number = 811 Person Count = 6
Frame Number = 812 Person Count = 4
Frame Number = 813 Person Count = 4
Frame Number = 814 Person Count = 6
Frame Number = 815 Person Count = 8
Frame Number = 816 Person Count = 4
Frame Number = 817 Person Count = 4
Frame Number = 818 Person Count = 4
Frame Number = 819 Person Count = 6
Frame Number = 820 Person Count = 4
Frame Number = 821 Person Count = 4
Frame Number = 822 Person Count = 4
Frame Number = 823 Person Count = 6
Frame Number = 824 Person Count = 4
Frame Number = 825 Person Count = 4
Frame Number = 826 Person Count = 6
Frame Number = 827 Person Count = 2
Frame Number = 828 Person Count = 2
Frame Number = 829 Person Count = 2
Frame Number = 830 Person Count = 2
Frame Number = 831 Person Count = 2
Frame Number = 832 Person Count = 2
Frame Number = 833 Person Count = 2
Frame Number = 834 Person Count = 2
Frame Number = 835 Person Count = 2
Frame Number = 836 Person Count = 4
Frame Number = 837 Person Count = 2
Frame Number = 838 Person Count = 4
Frame Number = 839 Person Count = 2
Frame Number = 840 Person Count = 2
Frame Number = 841 Person Count = 4
Frame Number = 842 Person Count = 2
Frame Number = 843 Person Count = 2
Frame Number = 844 Person Count = 2
Frame Number = 845 Person Count = 4
Frame Number = 846 Person Count = 4
Frame Number = 847 Person Count = 2
Frame Number = 848 Person Count = 4
Frame Number = 849 Person Count = 4
Frame Number = 850 Person Count = 4
Frame Number = 851 Person Count = 4
Frame Number = 852 Person Count = 4
Frame Number = 853 Person Count = 10
Frame Number = 854 Person Count = 8
Frame Number = 855 Person Count = 8
Frame Number = 856 Person Count = 6
Frame Number = 857 Person Count = 4
Frame Number = 858 Person Count = 6
Frame Number = 859 Person Count = 8
Frame Number = 860 Person Count = 4
Frame Number = 861 Person Count = 8
Frame Number = 862 Person Count = 2
Frame Number = 863 Person Count = 2
Frame Number = 864 Person Count = 2
Frame Number = 865 Person Count = 2
Frame Number = 866 Person Count = 2
Frame Number = 867 Person Count = 6
Frame Number = 868 Person Count = 6
Frame Number = 869 Person Count = 6
Frame Number = 870 Person Count = 4
Frame Number = 871 Person Count = 4
Frame Number = 872 Person Count = 4
Frame Number = 873 Person Count = 8
Frame Number = 874 Person Count = 4
Frame Number = 875 Person Count = 6
Frame Number = 876 Person Count = 6
Frame Number = 877 Person Count = 8
Frame Number = 878 Person Count = 10
Frame Number = 879 Person Count = 6
Frame Number = 880 Person Count = 6
Frame Number = 881 Person Count = 4
Frame Number = 882 Person Count = 10
Frame Number = 883 Person Count = 6
Frame Number = 884 Person Count = 8
Frame Number = 885 Person Count = 8
Frame Number = 886 Person Count = 6
Frame Number = 887 Person Count = 8
Frame Number = 888 Person Count = 10
Frame Number = 889 Person Count = 4
Frame Number = 890 Person Count = 2
Frame Number = 891 Person Count = 4
Frame Number = 892 Person Count = 4
Frame Number = 893 Person Count = 4
Frame Number = 894 Person Count = 4
Frame Number = 895 Person Count = 4
Frame Number = 896 Person Count = 6
Frame Number = 897 Person Count = 4
Frame Number = 898 Person Count = 4
Frame Number = 899 Person Count = 2
Frame Number = 900 Person Count = 2
Frame Number = 901 Person Count = 6
Frame Number = 902 Person Count = 4
Frame Number = 903 Person Count = 4
Frame Number = 904 Person Count = 4
Frame Number = 905 Person Count = 6
Frame Number = 906 Person Count = 6
Frame Number = 907 Person Count = 4
Frame Number = 908 Person Count = 4
Frame Number = 909 Person Count = 4
Frame Number = 910 Person Count = 6
Frame Number = 911 Person Count = 4
Frame Number = 912 Person Count = 4
Frame Number = 913 Person Count = 8
Frame Number = 914 Person Count = 8
Frame Number = 915 Person Count = 10
Frame Number = 916 Person Count = 6
Frame Number = 917 Person Count = 6
Frame Number = 918 Person Count = 8
Frame Number = 919 Person Count = 4
Frame Number = 920 Person Count = 6
Frame Number = 921 Person Count = 6
Frame Number = 922 Person Count = 6
Frame Number = 923 Person Count = 6
Frame Number = 924 Person Count = 4
Frame Number = 925 Person Count = 2
Frame Number = 926 Person Count = 4
Frame Number = 927 Person Count = 4
Frame Number = 928 Person Count = 2
Frame Number = 929 Person Count = 4
Frame Number = 930 Person Count = 2
Frame Number = 931 Person Count = 2
Frame Number = 932 Person Count = 2
Frame Number = 933 Person Count = 2
Frame Number = 934 Person Count = 2
Frame Number = 935 Person Count = 2
Frame Number = 936 Person Count = 4
Frame Number = 937 Person Count = 2
Frame Number = 938 Person Count = 4
Frame Number = 939 Person Count = 4
Frame Number = 940 Person Count = 2
Frame Number = 941 Person Count = 2
Frame Number = 942 Person Count = 2
Frame Number = 943 Person Count = 4
Frame Number = 944 Person Count = 4
Frame Number = 945 Person Count = 2
Frame Number = 946 Person Count = 2
Frame Number = 947 Person Count = 2
Frame Number = 948 Person Count = 4
Frame Number = 949 Person Count = 4
Frame Number = 950 Person Count = 4
Frame Number = 951 Person Count = 4
Frame Number = 952 Person Count = 4
Frame Number = 953 Person Count = 6
Frame Number = 954 Person Count = 2
Frame Number = 955 Person Count = 2
Frame Number = 956 Person Count = 4
Frame Number = 957 Person Count = 4
Frame Number = 958 Person Count = 4
Frame Number = 959 Person Count = 6
Frame Number = 960 Person Count = 6
Frame Number = 961 Person Count = 8
Frame Number = 962 Person Count = 6
Frame Number = 963 Person Count = 4
Frame Number = 964 Person Count = 8
Frame Number = 965 Person Count = 8
Frame Number = 966 Person Count = 8
Frame Number = 967 Person Count = 4
Frame Number = 968 Person Count = 4
Frame Number = 969 Person Count = 4
Frame Number = 970 Person Count = 4
Frame Number = 971 Person Count = 4
Frame Number = 972 Person Count = 4
Frame Number = 973 Person Count = 4
Frame Number = 974 Person Count = 6
Frame Number = 975 Person Count = 4
Frame Number = 976 Person Count = 2
Frame Number = 977 Person Count = 4
Frame Number = 978 Person Count = 4
Frame Number = 979 Person Count = 4
Frame Number = 980 Person Count = 4
Frame Number = 981 Person Count = 2
Frame Number = 982 Person Count = 4
Frame Number = 983 Person Count = 4
Frame Number = 984 Person Count = 4
Frame Number = 985 Person Count = 2
Frame Number = 986 Person Count = 2
Frame Number = 987 Person Count = 6
Frame Number = 988 Person Count = 10
Frame Number = 989 Person Count = 4
Frame Number = 990 Person Count = 2
Frame Number = 991 Person Count = 4
Frame Number = 992 Person Count = 2
Frame Number = 993 Person Count = 2
Frame Number = 994 Person Count = 4
Frame Number = 995 Person Count = 2
Frame Number = 996 Person Count = 2
Frame Number = 997 Person Count = 2
Frame Number = 998 Person Count = 2
Frame Number = 999 Person Count = 2
Frame Number = 1000 Person Count = 2
Frame Number = 1001 Person Count = 2
Frame Number = 1002 Person Count = 2
Frame Number = 1003 Person Count = 2
Frame Number = 1004 Person Count = 2
Frame Number = 1005 Person Count = 4
Frame Number = 1006 Person Count = 4
Frame Number = 1007 Person Count = 4
Frame Number = 1008 Person Count = 2
Frame Number = 1009 Person Count = 4
Frame Number = 1010 Person Count = 6
Frame Number = 1011 Person Count = 10
Frame Number = 1012 Person Count = 2
Frame Number = 1013 Person Count = 4
Frame Number = 1014 Person Count = 4
Frame Number = 1015 Person Count = 4
Frame Number = 1016 Person Count = 8
Frame Number = 1017 Person Count = 8
Frame Number = 1018 Person Count = 4
Frame Number = 1019 Person Count = 4
Frame Number = 1020 Person Count = 4
Frame Number = 1021 Person Count = 4
Frame Number = 1022 Person Count = 4
Frame Number = 1023 Person Count = 4
Frame Number = 1024 Person Count = 2
Frame Number = 1025 Person Count = 4
Frame Number = 1026 Person Count = 4
Frame Number = 1027 Person Count = 4
Frame Number = 1028 Person Count = 4
Frame Number = 1029 Person Count = 4
Frame Number = 1030 Person Count = 4
Frame Number = 1031 Person Count = 4
Frame Number = 1032 Person Count = 4
Frame Number = 1033 Person Count = 4
Frame Number = 1034 Person Count = 6
Frame Number = 1035 Person Count = 4
Frame Number = 1036 Person Count = 4
Frame Number = 1037 Person Count = 6
Frame Number = 1038 Person Count = 2
Frame Number = 1039 Person Count = 6
Frame Number = 1040 Person Count = 4
Frame Number = 1041 Person Count = 8
Frame Number = 1042 Person Count = 6
Frame Number = 1043 Person Count = 6
Frame Number = 1044 Person Count = 8
Frame Number = 1045 Person Count = 4
Frame Number = 1046 Person Count = 4
Frame Number = 1047 Person Count = 4
Frame Number = 1048 Person Count = 4
Frame Number = 1049 Person Count = 4
Frame Number = 1050 Person Count = 4
Frame Number = 1051 Person Count = 4
Frame Number = 1052 Person Count = 4
Frame Number = 1053 Person Count = 4
Frame Number = 1054 Person Count = 4
Frame Number = 1055 Person Count = 4
Frame Number = 1056 Person Count = 4
Frame Number = 1057 Person Count = 4
Frame Number = 1058 Person Count = 2
Frame Number = 1059 Person Count = 4
Frame Number = 1060 Person Count = 4
Frame Number = 1061 Person Count = 4
Frame Number = 1062 Person Count = 4
Frame Number = 1063 Person Count = 4
Frame Number = 1064 Person Count = 4
Frame Number = 1065 Person Count = 4
Frame Number = 1066 Person Count = 2
Frame Number = 1067 Person Count = 4
Frame Number = 1068 Person Count = 4
Frame Number = 1069 Person Count = 4
Frame Number = 1070 Person Count = 4
Frame Number = 1071 Person Count = 4
Frame Number = 1072 Person Count = 2
Frame Number = 1073 Person Count = 2
Frame Number = 1074 Person Count = 2
Frame Number = 1075 Person Count = 2
Frame Number = 1076 Person Count = 2
Frame Number = 1077 Person Count = 2
Frame Number = 1078 Person Count = 2
Frame Number = 1079 Person Count = 2
Frame Number = 1080 Person Count = 2
Frame Number = 1081 Person Count = 2
Frame Number = 1082 Person Count = 2
Frame Number = 1083 Person Count = 4
Frame Number = 1084 Person Count = 2
Frame Number = 1085 Person Count = 2
Frame Number = 1086 Person Count = 4
Frame Number = 1087 Person Count = 2
Frame Number = 1088 Person Count = 6
Frame Number = 1089 Person Count = 6
Frame Number = 1090 Person Count = 2
Frame Number = 1091 Person Count = 2
Frame Number = 1092 Person Count = 2
Frame Number = 1093 Person Count = 4
Frame Number = 1094 Person Count = 2
Frame Number = 1095 Person Count = 4
Frame Number = 1096 Person Count = 2
Frame Number = 1097 Person Count = 4
Frame Number = 1098 Person Count = 4
Frame Number = 1099 Person Count = 2
Frame Number = 1100 Person Count = 2
Frame Number = 1101 Person Count = 2
Frame Number = 1102 Person Count = 2
Frame Number = 1103 Person Count = 2
Frame Number = 1104 Person Count = 2
Frame Number = 1105 Person Count = 2
Frame Number = 1106 Person Count = 4
Frame Number = 1107 Person Count = 4
Frame Number = 1108 Person Count = 4
Frame Number = 1109 Person Count = 4
Frame Number = 1110 Person Count = 4
Frame Number = 1111 Person Count = 4
Frame Number = 1112 Person Count = 8
Frame Number = 1113 Person Count = 6
Frame Number = 1114 Person Count = 10
Frame Number = 1115 Person Count = 6
Frame Number = 1116 Person Count = 8
Frame Number = 1117 Person Count = 4
Frame Number = 1118 Person Count = 6
Frame Number = 1119 Person Count = 8
Frame Number = 1120 Person Count = 4
Frame Number = 1121 Person Count = 6
Frame Number = 1122 Person Count = 8
Frame Number = 1123 Person Count = 6
Frame Number = 1124 Person Count = 4
Frame Number = 1125 Person Count = 4
Frame Number = 1126 Person Count = 2
Frame Number = 1127 Person Count = 2
Frame Number = 1128 Person Count = 2
Frame Number = 1129 Person Count = 4
Frame Number = 1130 Person Count = 2
Frame Number = 1131 Person Count = 2
Frame Number = 1132 Person Count = 8
Frame Number = 1133 Person Count = 4
Frame Number = 1134 Person Count = 4
Frame Number = 1135 Person Count = 2
Frame Number = 1136 Person Count = 2
Frame Number = 1137 Person Count = 4
Frame Number = 1138 Person Count = 4
Frame Number = 1139 Person Count = 6
Frame Number = 1140 Person Count = 4
Frame Number = 1141 Person Count = 2
Frame Number = 1142 Person Count = 4
Frame Number = 1143 Person Count = 2
Frame Number = 1144 Person Count = 4
Frame Number = 1145 Person Count = 2
Frame Number = 1146 Person Count = 2
Frame Number = 1147 Person Count = 2
Frame Number = 1148 Person Count = 4
Frame Number = 1149 Person Count = 4
Frame Number = 1150 Person Count = 6
Frame Number = 1151 Person Count = 6
Frame Number = 1152 Person Count = 4
Frame Number = 1153 Person Count = 6
Frame Number = 1154 Person Count = 4
Frame Number = 1155 Person Count = 4
Frame Number = 1156 Person Count = 6
Frame Number = 1157 Person Count = 6
Frame Number = 1158 Person Count = 6
Frame Number = 1159 Person Count = 6
Frame Number = 1160 Person Count = 4
Frame Number = 1161 Person Count = 2
Frame Number = 1162 Person Count = 4
Frame Number = 1163 Person Count = 6
Frame Number = 1164 Person Count = 4
Frame Number = 1165 Person Count = 4
Frame Number = 1166 Person Count = 4
Frame Number = 1167 Person Count = 4
Frame Number = 1168 Person Count = 4
Frame Number = 1169 Person Count = 4
Frame Number = 1170 Person Count = 8
Frame Number = 1171 Person Count = 8
Frame Number = 1172 Person Count = 8
Frame Number = 1173 Person Count = 6
Frame Number = 1174 Person Count = 4
Frame Number = 1175 Person Count = 6
Frame Number = 1176 Person Count = 6
Frame Number = 1177 Person Count = 6
Frame Number = 1178 Person Count = 8
Frame Number = 1179 Person Count = 6
Frame Number = 1180 Person Count = 6
Frame Number = 1181 Person Count = 10
Frame Number = 1182 Person Count = 12
Frame Number = 1183 Person Count = 4
Frame Number = 1184 Person Count = 4
Frame Number = 1185 Person Count = 8
Frame Number = 1186 Person Count = 6
Frame Number = 1187 Person Count = 8
Frame Number = 1188 Person Count = 4
Frame Number = 1189 Person Count = 8
Frame Number = 1190 Person Count = 6
Frame Number = 1191 Person Count = 8
Frame Number = 1192 Person Count = 6
Frame Number = 1193 Person Count = 4
Frame Number = 1194 Person Count = 6
Frame Number = 1195 Person Count = 6
Frame Number = 1196 Person Count = 6
Frame Number = 1197 Person Count = 6
Frame Number = 1198 Person Count = 4
Frame Number = 1199 Person Count = 6
Frame Number = 1200 Person Count = 6
Frame Number = 1201 Person Count = 2
Frame Number = 1202 Person Count = 2
Frame Number = 1203 Person Count = 2
Frame Number = 1204 Person Count = 2
Frame Number = 1205 Person Count = 2
Frame Number = 1206 Person Count = 2
Frame Number = 1207 Person Count = 6
Frame Number = 1208 Person Count = 4
Frame Number = 1209 Person Count = 4
Frame Number = 1210 Person Count = 4
Frame Number = 1211 Person Count = 6
Frame Number = 1212 Person Count = 4
Frame Number = 1213 Person Count = 4
Frame Number = 1214 Person Count = 4
Frame Number = 1215 Person Count = 4
Frame Number = 1216 Person Count = 4
Frame Number = 1217 Person Count = 6
Frame Number = 1218 Person Count = 10
Frame Number = 1219 Person Count = 6
Frame Number = 1220 Person Count = 2
Frame Number = 1221 Person Count = 8
Frame Number = 1222 Person Count = 6
Frame Number = 1223 Person Count = 4
Frame Number = 1224 Person Count = 4
Frame Number = 1225 Person Count = 2
Frame Number = 1226 Person Count = 4
Frame Number = 1227 Person Count = 2
Frame Number = 1228 Person Count = 2
Frame Number = 1229 Person Count = 2
Frame Number = 1230 Person Count = 2
Frame Number = 1231 Person Count = 4
Frame Number = 1232 Person Count = 4
Frame Number = 1233 Person Count = 6
Frame Number = 1234 Person Count = 2
Frame Number = 1235 Person Count = 6
Frame Number = 1236 Person Count = 4
Frame Number = 1237 Person Count = 8
Frame Number = 1238 Person Count = 10
Frame Number = 1239 Person Count = 4
Frame Number = 1240 Person Count = 4
Frame Number = 1241 Person Count = 4
Frame Number = 1242 Person Count = 8
Frame Number = 1243 Person Count = 6
Frame Number = 1244 Person Count = 6
Frame Number = 1245 Person Count = 4
Frame Number = 1246 Person Count = 4
Frame Number = 1247 Person Count = 4
Frame Number = 1248 Person Count = 6
Frame Number = 1249 Person Count = 4
Frame Number = 1250 Person Count = 6
Frame Number = 1251 Person Count = 2
Frame Number = 1252 Person Count = 6
Frame Number = 1253 Person Count = 2
Frame Number = 1254 Person Count = 2
Frame Number = 1255 Person Count = 2
Frame Number = 1256 Person Count = 4
Frame Number = 1257 Person Count = 4
Frame Number = 1258 Person Count = 4
Frame Number = 1259 Person Count = 2
Frame Number = 1260 Person Count = 2
Frame Number = 1261 Person Count = 2
Frame Number = 1262 Person Count = 2
Frame Number = 1263 Person Count = 2
Frame Number = 1264 Person Count = 2
Frame Number = 1265 Person Count = 8
Frame Number = 1266 Person Count = 2
Frame Number = 1267 Person Count = 2
Frame Number = 1268 Person Count = 8
Frame Number = 1269 Person Count = 6
Frame Number = 1270 Person Count = 8
Frame Number = 1271 Person Count = 6
Frame Number = 1272 Person Count = 6
Frame Number = 1273 Person Count = 4
Frame Number = 1274 Person Count = 6
Frame Number = 1275 Person Count = 6
Frame Number = 1276 Person Count = 6
Frame Number = 1277 Person Count = 4
Frame Number = 1278 Person Count = 4
Frame Number = 1279 Person Count = 4
Frame Number = 1280 Person Count = 6
Frame Number = 1281 Person Count = 4
Frame Number = 1282 Person Count = 2
Frame Number = 1283 Person Count = 4
Frame Number = 1284 Person Count = 4
Frame Number = 1285 Person Count = 4
Frame Number = 1286 Person Count = 4
Frame Number = 1287 Person Count = 4
Frame Number = 1288 Person Count = 6
Frame Number = 1289 Person Count = 6
Frame Number = 1290 Person Count = 2
Frame Number = 1291 Person Count = 4
Frame Number = 1292 Person Count = 12
Frame Number = 1293 Person Count = 6
Frame Number = 1294 Person Count = 4
Frame Number = 1295 Person Count = 4
Frame Number = 1296 Person Count = 6
Frame Number = 1297 Person Count = 8
Frame Number = 1298 Person Count = 10
Frame Number = 1299 Person Count = 8
Frame Number = 1300 Person Count = 4
Frame Number = 1301 Person Count = 6
Frame Number = 1302 Person Count = 4
Frame Number = 1303 Person Count = 4
Frame Number = 1304 Person Count = 4
Frame Number = 1305 Person Count = 8
Frame Number = 1306 Person Count = 6
Frame Number = 1307 Person Count = 2
Frame Number = 1308 Person Count = 2
Frame Number = 1309 Person Count = 4
Frame Number = 1310 Person Count = 4
Frame Number = 1311 Person Count = 4
Frame Number = 1312 Person Count = 4
Frame Number = 1313 Person Count = 6
Frame Number = 1314 Person Count = 4
Frame Number = 1315 Person Count = 2
Frame Number = 1316 Person Count = 6
Frame Number = 1317 Person Count = 6
Frame Number = 1318 Person Count = 6
Frame Number = 1319 Person Count = 6
Frame Number = 1320 Person Count = 6
Frame Number = 1321 Person Count = 8
Frame Number = 1322 Person Count = 6
Frame Number = 1323 Person Count = 4
Frame Number = 1324 Person Count = 4
Frame Number = 1325 Person Count = 2
Frame Number = 1326 Person Count = 6
Frame Number = 1327 Person Count = 6
Frame Number = 1328 Person Count = 8
Frame Number = 1329 Person Count = 6
Frame Number = 1330 Person Count = 8
Frame Number = 1331 Person Count = 12
Frame Number = 1332 Person Count = 6
Frame Number = 1333 Person Count = 6
Frame Number = 1334 Person Count = 4
Frame Number = 1335 Person Count = 2
Frame Number = 1336 Person Count = 2
Frame Number = 1337 Person Count = 12
Frame Number = 1338 Person Count = 8
Frame Number = 1339 Person Count = 8
Frame Number = 1340 Person Count = 8
Frame Number = 1341 Person Count = 6
Frame Number = 1342 Person Count = 4
Frame Number = 1343 Person Count = 4
Frame Number = 1344 Person Count = 4
Frame Number = 1345 Person Count = 6
Frame Number = 1346 Person Count = 4
Frame Number = 1347 Person Count = 8
Frame Number = 1348 Person Count = 6
Frame Number = 1349 Person Count = 4
Frame Number = 1350 Person Count = 6
Frame Number = 1351 Person Count = 6
Frame Number = 1352 Person Count = 6
Frame Number = 1353 Person Count = 6
Frame Number = 1354 Person Count = 8
Frame Number = 1355 Person Count = 10
Frame Number = 1356 Person Count = 8
Frame Number = 1357 Person Count = 8
Frame Number = 1358 Person Count = 6
Frame Number = 1359 Person Count = 8
Frame Number = 1360 Person Count = 6
Frame Number = 1361 Person Count = 4
Frame Number = 1362 Person Count = 6
Frame Number = 1363 Person Count = 6
Frame Number = 1364 Person Count = 8
Frame Number = 1365 Person Count = 6
Frame Number = 1366 Person Count = 4
Frame Number = 1367 Person Count = 8
Frame Number = 1368 Person Count = 4
Frame Number = 1369 Person Count = 6
Frame Number = 1370 Person Count = 4
Frame Number = 1371 Person Count = 4
Frame Number = 1372 Person Count = 6
Frame Number = 1373 Person Count = 6
Frame Number = 1374 Person Count = 4
Frame Number = 1375 Person Count = 4
Frame Number = 1376 Person Count = 6
Frame Number = 1377 Person Count = 6
Frame Number = 1378 Person Count = 6
Frame Number = 1379 Person Count = 6
Frame Number = 1380 Person Count = 4
Frame Number = 1381 Person Count = 4
Frame Number = 1382 Person Count = 4
Frame Number = 1383 Person Count = 4
Frame Number = 1384 Person Count = 2
Frame Number = 1385 Person Count = 4
Frame Number = 1386 Person Count = 2
Frame Number = 1387 Person Count = 4
Frame Number = 1388 Person Count = 2
Frame Number = 1389 Person Count = 4
Frame Number = 1390 Person Count = 6
Frame Number = 1391 Person Count = 6
Frame Number = 1392 Person Count = 2
Frame Number = 1393 Person Count = 2
Frame Number = 1394 Person Count = 2
Frame Number = 1395 Person Count = 2
Frame Number = 1396 Person Count = 4
Frame Number = 1397 Person Count = 4
Frame Number = 1398 Person Count = 2
Frame Number = 1399 Person Count = 2
Frame Number = 1400 Person Count = 4
Frame Number = 1401 Person Count = 4
Frame Number = 1402 Person Count = 2
Frame Number = 1403 Person Count = 2
Frame Number = 1404 Person Count = 4
Frame Number = 1405 Person Count = 2
Frame Number = 1406 Person Count = 4
Frame Number = 1407 Person Count = 2
Frame Number = 1408 Person Count = 2
Frame Number = 1409 Person Count = 4
Frame Number = 1410 Person Count = 4
Frame Number = 1411 Person Count = 4
Frame Number = 1412 Person Count = 4
Frame Number = 1413 Person Count = 2
Frame Number = 1414 Person Count = 2
Frame Number = 1415 Person Count = 4
Frame Number = 1416 Person Count = 2
Frame Number = 1417 Person Count = 2
Frame Number = 1418 Person Count = 2
Frame Number = 1419 Person Count = 4
Frame Number = 1420 Person Count = 2
Frame Number = 1421 Person Count = 2
Frame Number = 1422 Person Count = 2
Frame Number = 1423 Person Count = 2
Frame Number = 1424 Person Count = 2
Frame Number = 1425 Person Count = 2
Frame Number = 1426 Person Count = 2
Frame Number = 1427 Person Count = 2
Frame Number = 1428 Person Count = 2
Frame Number = 1429 Person Count = 2
Frame Number = 1430 Person Count = 4
Frame Number = 1431 Person Count = 6
Frame Number = 1432 Person Count = 4
Frame Number = 1433 Person Count = 6
Frame Number = 1434 Person Count = 12
Frame Number = 1435 Person Count = 6
Frame Number = 1436 Person Count = 12
Frame Number = 1437 Person Count = 12
Frame Number = 1438 Person Count = 10
Frame Number = 1439 Person Count = 8
Frame Number = 1440 Person Count = 6
Frame Number = 1441 Person Count = 6
Frame Number = 1442 Person Count = 0
End of stream
Returned, stopping playback
Average fps 59.435753
Totally 9732 persons are inferred
Deleting pipeline
root@ubuntu:/home/nvidia/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app# 

You can install ffmpeg and run.
$ ffmpeg -i xxx.h264

1 Like

Hi,

Going back to the bpnet, I have trained the model in my linux machine, then, copy the model.etlt to the jetson Orin.
And then, shall I do the tao-converter? I am looking at the help but it needs encoding key? Thx

nvidia@ubuntu:~/Downloads/files$ ./tao-converter bodyposenet_deployable_v1.0.1/model.etlt 
Error: no encoding key given

Here are my files from Linux machine to Jetson machine

And I tried to use my own API key, it seems wrong.

nvidia@ubuntu:~/Downloads/files$ ./tao-converter bodyposenet_deployable_v1.0.1/model.etlt -k N2hkYWdzdWhlYTdycGE5bDc0MDFrdG0wY3Q6NWI5YTI5MjAtNmFjYy00YTIyLTk0ZGEtZjRlNjxxxxxxxxxx (Hidden)
[INFO] [MemUsageChange] Init CUDA: CPU +303, GPU +0, now: CPU 327, GPU 9990 (MiB)
[INFO] [MemUsageChange] Init builder kernel library: CPU +403, GPU +534, now: CPU 749, GPU 10544 (MiB)
[libprotobuf ERROR google/protobuf/text_format.cc:298] Error parsing text-format onnx2trt_onnx.ModelProto: 1:1: Interpreting non ascii codepoint 190.
[libprotobuf ERROR google/protobuf/text_format.cc:298] Error parsing text-format onnx2trt_onnx.ModelProto: 1:1: Expected identifier, got: �
[ERROR] ModelImporter.cpp:705: Failed to parse ONNX model from file: /tmp/file6LGQIM
[ERROR] Failed to parse the model, please check the encoding key to make sure it's correct
[INFO] Model has no dynamic shape.
[ERROR] 4: [network.cpp::validate::2722] Error Code 4: Internal Error (Network must have at least one output)
[ERROR] Unable to create engine
Segmentation fault (core dumped)


How to view my API key again? I cannot find the button in NGC website… sorry

I did check with my linux machine and I only have one API key. I wonder why it said wrong…

Btw, can I use model.etlt directly in deepstream without conversion?
Thx

Hi,

I tried to follow this link but it is for detectnet not bpnet…

Thx

To be short, I just want to try to train the bpnet and run the model in my Jetson Orin. Thx

Hi,
Several comments here.

  1. Please not follow Using the Nvidia Transfer Learning Toolkit Part 3 - YouTube since it is not for bpnet.
  2. For bpnet running in deepstream, current official github is
    deepstream_tao_apps/apps/tao_others at master · NVIDIA-AI-IOT/deepstream_tao_apps · GitHubdeepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app at master · NVIDIA-AI-IOT/deepstream_tao_apps · GitHub
./deepstream-bodypose2d-app 2 ../../../configs/bodypose2d_tao/sample_bodypose2d_model_config.txt 0 0 file:///usr/data/bodypose2d_test.png ./body2dout
  1. For bpnet running with “tao bpnet inference xxx”, please refer to Body Pose Estimation — TAO Toolkit 3.22.05 documentation

Please use above item2 to run firstly.

Hi,

I don’t have the bodypose2d_test.png…
I use this jpg instead, but it has segmentation fault. I don’t have error if I use yml file.

Summary, I am still looking for a tutorial of using the trained bpnet model in my Orin…
Thx
https://www.google.com/imgres?imgurl=https%3A%2F%2Ft4.ftcdn.net%2Fjpg%2F02%2F44%2F32%2F85%2F360_F_244328590_RiyvTqK8DUKDX6GSHj3JVMjiuJnwhu0y.jpg&imgrefurl=https%3A%2F%2Fstock.adobe.com%2Fsk%2Fsearch%2Fimages%3Fk%3Dhands%2Bup%2Bsurrender&tbnid=fXXKJYVakOCj6M&vet=12ahUKEwjotcb4-9v5AhVK8ZQKHX-qCjkQMygTegUIARCQAg..i&docid=m2BOn64APV5HoM&w=540&h=360&q=hand%20up&client=ubuntu&ved=2ahUKEwjotcb4-9v5AhVK8ZQKHX-qCjkQMygTegUIARCQAg

nvidia@ubuntu:~/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app$ ./deepstream-bodypose2d-app 2 ../../../configs/bodypose2d_tao/sample_bodypose2d_model_config.txt 0 0 file:///home/nvidia/Pictures/hands_up.jpg ./body2dout
Request sink_0 pad from streammux
joint Edges 1 , 8
joint Edges 8 , 9
joint Edges 9 , 10
joint Edges 1 , 11
joint Edges 11 , 12
joint Edges 12 , 13
joint Edges 1 , 2
joint Edges 2 , 3
joint Edges 3 , 4
joint Edges 2 , 16
joint Edges 1 , 5
joint Edges 5 , 6
joint Edges 6 , 7
joint Edges 5 , 17
joint Edges 1 , 0
joint Edges 0 , 14
joint Edges 0 , 15
joint Edges 14 , 16
joint Edges 15 , 17
connections 0 , 1
connections 1 , 2
connections 1 , 5
connections 2 , 3
connections 3 , 4
connections 5 , 6
connections 6 , 7
connections 2 , 8
connections 8 , 9
connections 9 , 10
connections 5 , 11
connections 11 , 12
connections 12 , 13
connections 0 , 14
connections 14 , 16
connections 8 , 11
connections 15 , 17
connections 0 , 15
Now playing: file:///home/nvidia/Pictures/hands_up.jpg
WARNING: [TRT]: Using an engine plan file across different models of devices is not recommended and is likely to affect performance or even cause errors.
0:00:02.566085372  6833 0xaaaabb9b20c0 INFO                 nvinfer gstnvinfer.cpp:646:gst_nvinfer_logger:<primary-infer-engine1> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::deserializeEngineAndBackend() <nvdsinfer_context_impl.cpp:1900> [UID = 1]: deserialized trt engine from :/home/nvidia/deepstream_tao_apps/models/bodypose2d/model.etlt_b32_gpu0_fp16.engine
INFO: [FullDims Engine Info]: layers num: 3
0   INPUT  kFLOAT input_1:0       288x384x3       min: 1x288x384x3     opt: 32x288x384x3    Max: 32x288x384x3    
1   OUTPUT kFLOAT heatmap_out/BiasAdd:0 36x48x19        min: 0               opt: 0               Max: 0               
2   OUTPUT kFLOAT conv2d_transpose_1/BiasAdd:0 144x192x38      min: 0               opt: 0               Max: 0               

0:00:02.719753553  6833 0xaaaabb9b20c0 INFO                 nvinfer gstnvinfer.cpp:646:gst_nvinfer_logger:<primary-infer-engine1> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:2003> [UID = 1]: Use deserialized engine model: /home/nvidia/deepstream_tao_apps/models/bodypose2d/model.etlt_b32_gpu0_fp16.engine
0:00:02.813269621  6833 0xaaaabb9b20c0 INFO                 nvinfer gstnvinfer_impl.cpp:328:notifyLoadModelStatus:<primary-infer-engine1> [UID 1]: Load new model:../../../configs/bodypose2d_tao/bodypose2d_pgie_config.txt sucessfully
Decodebin child added: source
Decodebin child added: decodebin0
Running...
Decodebin child added: nvjpegdec0
In cb_newpad
###Decodebin pick nvidia decoder plugin.
Segmentation fault (core dumped)
nvidia@ubuntu:~/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app

As mentioned above, can you download below image and if it can run successfully?
$ wget https://developer-blogs.nvidia.com/wp-content/uploads/2021/06/original-image.png

Hi,

I can’t find the output body2dout file… :<

But my focus is how to use a trained model in bpnet… I still stick at tao-converter. :<

nvidia@ubuntu:~/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app$ ./deepstream-bodypose2d-app 2 ../../../configs/bodypose2d_tao/sample_bodypose2d_model_config.txt 0 0 file:///home/nvidia/Pictures/original-image.png ./body2dout
Request sink_0 pad from streammux
joint Edges 1 , 8
joint Edges 8 , 9
joint Edges 9 , 10
joint Edges 1 , 11
joint Edges 11 , 12
joint Edges 12 , 13
joint Edges 1 , 2
joint Edges 2 , 3
joint Edges 3 , 4
joint Edges 2 , 16
joint Edges 1 , 5
joint Edges 5 , 6
joint Edges 6 , 7
joint Edges 5 , 17
joint Edges 1 , 0
joint Edges 0 , 14
joint Edges 0 , 15
joint Edges 14 , 16
joint Edges 15 , 17
connections 0 , 1
connections 1 , 2
connections 1 , 5
connections 2 , 3
connections 3 , 4
connections 5 , 6
connections 6 , 7
connections 2 , 8
connections 8 , 9
connections 9 , 10
connections 5 , 11
connections 11 , 12
connections 12 , 13
connections 0 , 14
connections 14 , 16
connections 8 , 11
connections 15 , 17
connections 0 , 15
Now playing: file:///home/nvidia/Pictures/original-image.png
WARNING: [TRT]: Using an engine plan file across different models of devices is not recommended and is likely to affect performance or even cause errors.
0:00:02.631460108  8003 0xaaaad61d20c0 INFO                 nvinfer gstnvinfer.cpp:646:gst_nvinfer_logger:<primary-infer-engine1> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::deserializeEngineAndBackend() <nvdsinfer_context_impl.cpp:1900> [UID = 1]: deserialized trt engine from :/home/nvidia/deepstream_tao_apps/models/bodypose2d/model.etlt_b32_gpu0_fp16.engine
INFO: [FullDims Engine Info]: layers num: 3
0   INPUT  kFLOAT input_1:0       288x384x3       min: 1x288x384x3     opt: 32x288x384x3    Max: 32x288x384x3    
1   OUTPUT kFLOAT heatmap_out/BiasAdd:0 36x48x19        min: 0               opt: 0               Max: 0               
2   OUTPUT kFLOAT conv2d_transpose_1/BiasAdd:0 144x192x38      min: 0               opt: 0               Max: 0               

0:00:02.791108509  8003 0xaaaad61d20c0 INFO                 nvinfer gstnvinfer.cpp:646:gst_nvinfer_logger:<primary-infer-engine1> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:2003> [UID = 1]: Use deserialized engine model: /home/nvidia/deepstream_tao_apps/models/bodypose2d/model.etlt_b32_gpu0_fp16.engine
0:00:03.024526111  8003 0xaaaad61d20c0 INFO                 nvinfer gstnvinfer_impl.cpp:328:notifyLoadModelStatus:<primary-infer-engine1> [UID 1]: Load new model:../../../configs/bodypose2d_tao/bodypose2d_pgie_config.txt sucessfully
Decodebin child added: source
Decodebin child added: decodebin0
Running...
Decodebin child added: pngparse0
Decodebin child added: pngdec0

(deepstream-bodypose2d-app:8003): GStreamer-WARNING **: 11:24:28.567: Name 'source_vidconv' is not unique in bin 'source-bin-00', not adding
In cb_newpad
###Decodebin did not pick nvidia decoder plugin.
Frame Number = 0 Person Count = 3
End of stream
Returned, stopping playback
Average fps 0.000233
Totally 3 persons are inferred
Deleting pipeline
nvidia@ubuntu:~/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app$ 

Hi,

Here is where I am stuck at tao-converter
I keep using the same key. What may be the problem? Thx

nvidia@ubuntu:~/Downloads/files$ docker login nvcr.io
Username: $oauthtoken
Password: 
WARNING! Your password will be stored unencrypted in /home/nvidia/.docker/config.json.
Configure a credential helper to remove this warning. See
https://docs.docker.com/engine/reference/commandline/login/#credentials-store

Login Succeeded

Then, I went to that json and found another key…

nvidia@ubuntu:~/Downloads/files$ ./tao-converter -k JG9hdXRodG9rZW46TjJoa1lXZHpkV2hsWVRkeWNHRTViRGMwTURGcmRHMHdZM1E2TldJNVlUSTVNakF0Tm1Gall5MDBZVEl5TFRrMFpHRXRaalJsTmpVM1xxxxxxxxxx(Hidden)  bodyposenet_deployable_v1.0.1/model.etlt
[INFO] [MemUsageChange] Init CUDA: CPU +303, GPU +0, now: CPU 327, GPU 9635 (MiB)
[INFO] [MemUsageChange] Init builder kernel library: CPU +403, GPU +378, now: CPU 749, GPU 10033 (MiB)
[INFO] ----------------------------------------------------------------
[INFO] Input filename:   /tmp/filevMHXE5
[INFO] ONNX IR version:  0.0.0
[INFO] Opset version:    0
[INFO] Producer name:    
[INFO] Producer version: 
[INFO] Domain:           
[INFO] Model version:    0
[INFO] Doc string:       
[INFO] ----------------------------------------------------------------
[INFO] Model has no dynamic shape.
[ERROR] 4: [network.cpp::validate::2722] Error Code 4: Internal Error (Network must have at least one output)
[ERROR] Unable to create engine
Segmentation fault (core dumped)
nvidia@ubuntu:~/Downloads/files$ 

model.etlt (64.1 MB)

Hi,

It is kind of working I guess, Still waiting…

nvidia@ubuntu:~/Downloads/files$ # Set dimensions of desired output model for inference/deployment
nvidia@ubuntu:~/Downloads/files$ INPUT_SHAPE=288x384x3
nvidia@ubuntu:~/Downloads/files$ # Set input name
nvidia@ubuntu:~/Downloads/files$ INPUT_NAME=input_1:0
nvidia@ubuntu:~/Downloads/files$ # Set opt profile shapes
nvidia@ubuntu:~/Downloads/files$ MAX_BATCH_SIZE=1
nvidia@ubuntu:~/Downloads/files$ OPT_BATCH_SIZE=1
nvidia@ubuntu:~/Downloads/files$ 
nvidia@ubuntu:~/Downloads/files$ # Convert to TensorRT engine (FP16).
nvidia@ubuntu:~/Downloads/files$ tao converter /home/nvidia/Downloads/files/bodyposenet_deployable_v1.0.1/model.etlt
/usr/lib/python3/dist-packages/requests/__init__.py:89: RequestsDependencyWarning: urllib3 (1.26.11) or chardet (3.0.4) doesn't match a supported version!
  warnings.warn("urllib3 ({}) or chardet ({}) doesn't match a supported "
~/.tao_mounts.json wasn't found. Falling back to obtain mount points and docker configs from ~/.tlt_mounts.json.
Please note that this will be deprecated going forward.
2022-08-23 11:55:25,149 [INFO] root: Registry: ['nvcr.io']
2022-08-23 11:55:25,242 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit-tf:v3.22.05-tf1.15.5-py3
2022-08-23 11:55:25,245 [INFO] tlt.components.docker_handler.docker_handler: The required docker doesn't exist locally/the manifest has changed. Pulling a new docker.
2022-08-23 11:55:25,245 [INFO] tlt.components.docker_handler.docker_handler: Pulling the required container. This may take several minutes if you're doing this for the first time. Please wait here.
...
Pulling from repository: nvcr.io/nvidia/tao/tao-toolkit-tf


Can you find body2dout.jpg in the folder?

Hi,
I search the whole disk.
I found an empty one.
And I did change the name to body2dout1, cannot find it neither…

nvidia@ubuntu:~/deepstream_tao_apps/apps/tao_others/deepstream-bodypose2d-app$ ls -l
total 35144
-rw-rw-r-- 1 nvidia nvidia        0 Aug  3 17:03 body2dout.jpg
-rw-rw-r-- 1 nvidia nvidia      712 Aug  3 15:59 bodypose2d_app_config.yml
-rw-rw-r-- 1 nvidia nvidia     6569 Aug  3 15:59 bodypose2d_pipeline.png
-rwxrwxr-x 1 nvidia nvidia   425936 Aug  3 16:28 deepstream-bodypose2d-app
-rw-rw-r-- 1 nvidia nvidia    46293 Aug  3 15:59 deepstream_bodypose2d_app.cpp
-rw-rw-r-- 1 nvidia nvidia   744320 Aug  3 16:28 deepstream_bodypose2d_app.o
-rw-rw-r-- 1 nvidia nvidia     4129 Aug  3 15:59 deepstream_bodypose2d_meta.cpp
-rw-rw-r-- 1 nvidia nvidia    62184 Aug  3 16:28 deepstream_bodypose2d_meta.o
-rw-rw-r-- 1 nvidia nvidia     1982 Aug  3 15:59 ds_bodypose2d_meta.h
-rw-rw-r-- 1 nvidia nvidia   425528 Aug  3 16:28 ds_yml_parse.o
-rw-rw-r-- 1 nvidia nvidia     3029 Aug  3 15:59 Makefile
-rw-rw-r-- 1 nvidia nvidia     4008 Aug  3 15:59 README.md
-rw-r--r-- 1 root   root   12180381 Aug 22 11:38 test.264
-rw-r--r-- 1 root   root   22060864 Aug 22 13:09 test.mp4

For the tao-converter, still has error…
I have added KEY=my own key before

nvidia@ubuntu:~/Downloads/files$ # Set dimensions of desired output model for inference/deployment
nvidia@ubuntu:~/Downloads/files$ INPUT_SHAPE=288x384x3
nvidia@ubuntu:~/Downloads/files$ # Set input name
nvidia@ubuntu:~/Downloads/files$ INPUT_NAME=input_1:0
nvidia@ubuntu:~/Downloads/files$ # Set opt profile shapes
nvidia@ubuntu:~/Downloads/files$ MAX_BATCH_SIZE=1
nvidia@ubuntu:~/Downloads/files$ OPT_BATCH_SIZE=1
nvidia@ubuntu:~/Downloads/files$ 
nvidia@ubuntu:~/Downloads/files$ # Convert to TensorRT engine (FP16).
nvidia@ubuntu:~/Downloads/files$ tao converter /workspace/tao-experiments/bpnet/models/exp_m1_final/bpnet_model.deploy.etlt -k $KEY -t fp16 -e /workspace/tao-experiments/bpnet/models/exp_m1_final/bpnet_model.$IN_HEIGHT.$IN_WIDTH.fp16.deploy.engine -p ${INPUT_NAME},1x$INPUT_SHAPE,${OPT_BATCH_SIZE}x$INPUT_SHAPE,${MAX_BATCH_SIZE}x$INPUT_SHAPE
/usr/lib/python3/dist-packages/requests/__init__.py:89: RequestsDependencyWarning: urllib3 (1.26.11) or chardet (3.0.4) doesn't match a supported version!
  warnings.warn("urllib3 ({}) or chardet ({}) doesn't match a supported "
~/.tao_mounts.json wasn't found. Falling back to obtain mount points and docker configs from ~/.tlt_mounts.json.
Please note that this will be deprecated going forward.
2022-08-23 12:18:41,400 [INFO] root: Registry: ['nvcr.io']
2022-08-23 12:18:41,486 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit-tf:v3.22.05-tf1.15.5-py3
2022-08-23 12:18:41,496 [INFO] root: No mount points were found in the /home/nvidia/.tlt_mounts.json file.
2022-08-23 12:18:41,496 [WARNING] tlt.components.docker_handler.docker_handler: 
Docker will run the commands as root. If you would like to retain your
local host permissions, please add the "user":"UID:GID" in the
DockerOptions portion of the "/home/nvidia/.tlt_mounts.json" file. You can obtain your
users UID and GID by using the "id -u" and "id -g" commands on the
terminal.
Error response from daemon: Container 30459d860c80fd8976cbd3bb551385b1d9ddca99022a5fd651dd03ea49a98f95 is not running
2022-08-23 12:18:42,269 [INFO] tlt.components.docker_handler.docker_handler: Stopping container.
Traceback (most recent call last):
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/api/client.py", line 259, in _raise_for_status
    response.raise_for_status()
  File "/usr/lib/python3/dist-packages/requests/models.py", line 940, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: http+docker://localhost/v1.41/containers/30459d860c80fd8976cbd3bb551385b1d9ddca99022a5fd651dd03ea49a98f95/stop

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/nvidia/.local/bin/tao", line 8, in <module>
    sys.exit(main())
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/entrypoint/entrypoint.py", line 113, in main
    local_instance.launch_command(
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/components/instance_handler/local_instance.py", line 319, in launch_command
    docker_handler.run_container(command)
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/components/docker_handler/docker_handler.py", line 316, in run_container
    self.stop_container()
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/components/docker_handler/docker_handler.py", line 323, in stop_container
    self._container.stop()
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/models/containers.py", line 436, in stop
    return self.client.api.stop(self.id, **kwargs)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/utils/decorators.py", line 19, in wrapped
    return f(self, resource_id, *args, **kwargs)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/api/container.py", line 1167, in stop
    self._raise_for_status(res)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/api/client.py", line 261, in _raise_for_status
    raise create_api_error_from_http_exception(e)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/errors.py", line 31, in create_api_error_from_http_exception
    raise cls(e, response=response, explanation=explanation)
docker.errors.NotFound: 404 Client Error: Not Found ("No such container: 30459d860c80fd8976cbd3bb551385b1d9ddca99022a5fd651dd03ea49a98f95")
nvidia@ubuntu:~/Downloads/files$ 

For tao-converter , please use below.

tao-converter /tao_models/bpnet_model/bpnet.etlt \
	-k nvidia_tlt \
    -p input_1:0,1x288x384x3,4x288x384x3,16x288x384x3 \
	-t fp16 \
	-m 16 \
	-e trt.engine

Hi,

Still error…

nvidia@ubuntu:~/Downloads/files$ tao converter /home/nvidia/Downloads/files/bodyposenet_deployable_v1.0.1/bpnet_model.deploy.etlt -k nvidia_tlt     -p input_1:0,1x288x384x3,4x288x384x3,16x288x384x3 -t fp16 -m 16 -e trt.engine
/usr/lib/python3/dist-packages/requests/__init__.py:89: RequestsDependencyWarning: urllib3 (1.26.11) or chardet (3.0.4) doesn't match a supported version!
  warnings.warn("urllib3 ({}) or chardet ({}) doesn't match a supported "
~/.tao_mounts.json wasn't found. Falling back to obtain mount points and docker configs from ~/.tlt_mounts.json.
Please note that this will be deprecated going forward.
2022-08-23 12:26:45,634 [INFO] root: Registry: ['nvcr.io']
2022-08-23 12:26:45,721 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit-tf:v3.22.05-tf1.15.5-py3
2022-08-23 12:26:45,740 [INFO] root: No mount points were found in the /home/nvidia/.tlt_mounts.json file.
2022-08-23 12:26:45,740 [WARNING] tlt.components.docker_handler.docker_handler: 
Docker will run the commands as root. If you would like to retain your
local host permissions, please add the "user":"UID:GID" in the
DockerOptions portion of the "/home/nvidia/.tlt_mounts.json" file. You can obtain your
users UID and GID by using the "id -u" and "id -g" commands on the
terminal.
Error response from daemon: Container 27f76784a36be87ef687dcc60628ef011fc19be3a139cf2d69b180441c0d9a8b is not running
2022-08-23 12:26:46,622 [INFO] tlt.components.docker_handler.docker_handler: Stopping container.
Traceback (most recent call last):
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/api/client.py", line 259, in _raise_for_status
    response.raise_for_status()
  File "/usr/lib/python3/dist-packages/requests/models.py", line 940, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: http+docker://localhost/v1.41/containers/27f76784a36be87ef687dcc60628ef011fc19be3a139cf2d69b180441c0d9a8b/stop

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/nvidia/.local/bin/tao", line 8, in <module>
    sys.exit(main())
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/entrypoint/entrypoint.py", line 113, in main
    local_instance.launch_command(
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/components/instance_handler/local_instance.py", line 319, in launch_command
    docker_handler.run_container(command)
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/components/docker_handler/docker_handler.py", line 316, in run_container
    self.stop_container()
  File "/home/nvidia/.local/lib/python3.8/site-packages/tlt/components/docker_handler/docker_handler.py", line 323, in stop_container
    self._container.stop()
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/models/containers.py", line 436, in stop
    return self.client.api.stop(self.id, **kwargs)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/utils/decorators.py", line 19, in wrapped
    return f(self, resource_id, *args, **kwargs)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/api/container.py", line 1167, in stop
    self._raise_for_status(res)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/api/client.py", line 261, in _raise_for_status
    raise create_api_error_from_http_exception(e)
  File "/home/nvidia/.local/lib/python3.8/site-packages/docker/errors.py", line 31, in create_api_error_from_http_exception
    raise cls(e, response=response, explanation=explanation)
docker.errors.NotFound: 404 Client Error: Not Found ("No such container: 27f76784a36be87ef687dcc60628ef011fc19be3a139cf2d69b180441c0d9a8b")
nvidia@ubuntu:~/Downloads/files$