I make changes on configuration file as following
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[application]
enable-perf-measurement=1
perf-measurement-interval-sec=5
flow-original-resolution=1
#gie-kitti-output-dir=streamscl
[tiled-display]
enable=1
width=960
height=540
gpu-id=0
[source0]
enable=1
#Type - 1=CameraV4L2 2=URI 3=MultiURI
type=1
camera-width=640
camera-height=480
camera-fps-n=30
camera-fps-d=1
camera-v4l2-dev-node=0
num-sources=1
gpu-id=0
[sink0]
enable=1
#Type - 1=FakeSink 2=EglSink 3=File
type=2
sync=1
source-id=0
gpu-id=0
[sink1]
enable=0
type=3
#1=mp4 2=mkv
container=1
#1=h264 2=h265 3=mpeg4
only SW mpeg4 is supported right now.
codec=3
sync=0
bitrate=2000000
output-file=out.mp4
source-id=0
[osd]
enable=1
gpu-id=0
osd-mode=1
border-width=1
text-size=15
text-color=1;1;1;1;
text-bg-color=0.3;0.3;0.3;1
font=Arial
show-clock=0
clock-x-offset=800
clock-y-offset=820
clock-text-size=12
clock-color=1;0;0;0
[primary-gie]
enable=1
gpu-id=0
net-scale-factor=0.0039215697906911373
model-file=…/…/models/Primary_Detector/resnet10.caffemodel
proto-file=…/…/models/Primary_Detector/resnet10.prototxt
model-cache=…/…/models/Primary_Detector/resnet10.caffemodel_b16_fp32.cache
labelfile-path=…/…/models/Primary_Detector/labels.txt
net-stride=16
batch-size=4
0=FP32, 1=INT8, 2=FP16 mode
network-mode=0
bbox-border-color0=1;0;0;1
bbox-border-color1=0;1;1;1
bbox-border-color2=0;0;1;1
bbox-border-color3=0;1;0;1
num-classes=4
class-thresholds=0.2;0.2;0.1;0.2
class-eps=0.2;0.2;0.2;0.2
class-group-thresholds=1;1;1;1
roi-top-offset=0;0;0;0
roi-bottom-offset=0;0;0;0
detected-min-w=0;0;0;0
detected-min-h=0;0;0;0
detected-max-w=960;960;960;960
detected-max-h=540;540;540;540
interval=0
gie-unique-id=1
parse-func=4
output-bbox-name=conv2d_bbox
output-blob-names=conv2d_cov
parser-bbox-norm=35.0;35.0
#config-file=config_infer_resnet.txt
[tracker]
enable=1
tracker-width=640
tracker-height=368
gpu-id=0
[secondary-gie0]
enable=1
net-scale-factor=1
model-file=…/…/models/Secondary_VehicleTypes/resnet18.caffemodel
proto-file=…/…/models/Secondary_VehicleTypes/resnet18.prototxt
model-cache=…/…/models/Secondary_VehicleTypes/resnet18.caffemodel_b16_fp32.cache
mean-file=…/…/models/Secondary_VehicleTypes/mean.ppm
labelfile-path=…/…/models/Secondary_VehicleTypes/labels.txt
gpu-id=0
batch-size=16
num-classes=6
0=FP32, 1=INT8, 2=FP16 mode
network-mode=0
detected-min-w=128
detected-min-h=128
detected-max-w=960
detected-max-h=540
model-color-format=1
gie-unique-id=4
operate-on-gie-id=1
operate-on-class-ids=0;
is-classifier=1
output-blob-names=predictions/Softmax
classifier-async-mode=1
classifier-threshold=0.51
[secondary-gie1]
enable=1
net-scale-factor=1
model-file=…/…/models/Secondary_CarColor/resnet18.caffemodel
proto-file=…/…/models/Secondary_CarColor/resnet18.prototxt
model-cache=…/…/models/Secondary_CarColor/resnet18.caffemodel_b16_fp32.cache
mean-file=…/…/models/Secondary_CarColor/mean.ppm
labelfile-path=…/…/models/Secondary_CarColor/labels.txt
batch-size=16
0=FP32, 1=INT8, 2=FP16 mode
network-mode=0
detected-min-w=128
detected-min-h=128
detected-max-w=960
detected-max-h=540
model-color-format=1
num-classes=12
gpu-id=0
gie-unique-id=5
operate-on-gie-id=1
operate-on-class-ids=0;
is-classifier=1
output-blob-names=predictions/Softmax
classifier-async-mode=1
classifier-threshold=0.51
[secondary-gie2]
enable=1
net-scale-factor=1
model-file=…/…/models/Secondary_CarMake/resnet18.caffemodel
proto-file=…/…/models/Secondary_CarMake/resnet18.prototxt
model-cache=…/…/models/Secondary_CarMake/resnet18.caffemodel_b16_fp32.cache
mean-file=…/…/models/Secondary_CarMake/mean.ppm
labelfile-path=…/…/models/Secondary_CarMake/labels.txt
batch-size=16
0=FP32, 1=INT8, 2=FP16 mode
network-mode=0
num-classes=24
detected-min-w=128
detected-min-h=128
detected-max-w=960
detected-max-h=540
model-color-format=1
gpu-id=0
gie-unique-id=6
operate-on-gie-id=1
operate-on-class-ids=0;
is-classifier=1
output-blob-names=predictions/Softmax
classifier-async-mode=1
classifier-threshold=0.51
[tests]
file-loop=1
However, the console show the execution log, and I can’t see anything from camera side
$ deepstream-app -c configs/deepstream-app/camera_720p_dec_infer-resnet_tracker_sgie_tiled_display_fp32.txt
** WARN: <create_pipeline:888>: Num of Tiles less than number of sources, readjusting to 1 rows, 1 columns
Using Cached GIE model /home/michael/deepstream2.0/samples/configs/deepstream-app/…/…/models/Secondary_CarMake/resnet18.caffemodel_b16_fp32.cache crypto flags(0)
Using Cached GIE model /home/michael/deepstream2.0/samples/configs/deepstream-app/…/…/models/Secondary_CarColor/resnet18.caffemodel_b16_fp32.cache crypto flags(0)
Using Cached GIE model /home/michael/deepstream2.0/samples/configs/deepstream-app/…/…/models/Secondary_VehicleTypes/resnet18.caffemodel_b16_fp32.cache crypto flags(0)
Using Cached GIE model /home/michael/deepstream2.0/samples/configs/deepstream-app/…/…/models/Primary_Detector/resnet10.caffemodel_b16_fp32.cache crypto flags(0)
Runtime commands:
h: Print this help
q: Quit
p: Pause
r: Resume
NOTE: To expand a source in the 2D tiled display and view object details, left-click on the source.
To go back to the tiled display, right-click anywhere on the window.
** INFO: <bus_callback:75>: Pipeline ready
** INFO: <bus_callback:60>: Pipeline running
nvvidconv: line=300 ---- video/x-raw(memory:NVMM), width=(int)640, height=(int)480, pixel-aspect-ratio=(fraction)1/1, interlace-mode=(string)progressive, framerate=(fraction)30/1, format=(string)NV12
nvstreamtiler: batchSize set as 4
**PERF: FPS 0 (Avg)
**PERF: -nan (-nan)
**PERF: -nan (-nan)
**PERF: -nan (-nan)
Any idea?