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Visual AI Agent Discuss topics related to Visual AI Agents DeepStream SDK Discussions about the DeepStream SDK Announcements General Metropolis Microservices for Jetson Discussions about NVIDIA Metropolis microservices for Jetson. TAO Toolkit Discussions about TAO Toolkit.

Topic	Replies	Views	Activity
DeepStream 7.1 on Jetson Orin NX: Track Fragmentation and Re-ID Issues with NvDeepSORT and NvDCF DeepStream SDK deepstream	4	75	October 28, 2026
[Livestream] 10/28 at 9AM PDT - Cosmos 3 Super on Nebius: Latency vs. Throughput Announcements cosmos	0	14	October 27, 2026
AutoMagicCalib 3.2.1 – Rectification Fails to Generate rectified.mp4 (OpenCV/GStreamer Error) DeepStream SDK	3	72	October 26, 2026
Deepstream-mdx-perception-app (retail, `-m 3`) reads the probs/embeddings output tensors swapped → wrong product names and out-of-bounds label read DeepStream SDK deepstream	3	64	October 21, 2026
DeepStream 9.2 is here: smarter frames for VLMs, active learning, and more open source DeepStream SDK deepstream , agentic-ai Hey all, DeepStream 9.2 is live. Here’s what’s worth your attention: [1] More of DeepStream is open source. The monorepo at github.com/NVIDIA/DeepStream now includes 12 GStreamer elements and 30+ libraries as source. T…	0	112	October 21, 2026
New NVIDIA Cosmos 3 Tools — Simulation-Specific Models, Multimodal and Multisensory Data Processing Pipelines and an Open Framework for Physical AI Announcements jetson , blueprints , cosmos	0	140	October 21, 2026
BodyPose3DNet: training data, license and deployment for a commercial product TAO Toolkit deepstream	1	54	October 19, 2026
How to set "bInferDone" when adding detections from a Python probe with "pyservicemaker" in DeepStream 9? DeepStream SDK deepstream	2	72	October 19, 2026
Query on Multi-Camera Calibration Accuracy vs Unified ID Reassociation Stability in MV3DT DeepStream SDK deepstream	18	514	October 19, 2026
Syncronize smart record frame with bbox DeepStream SDK jetson , deepstream	7	193	October 19, 2026
性能测试跑官方的Deepstream + PeopleNet 2.6.3 + MV3DT 12cam 的数据 DeepStream SDK deepstream , chinese	4	130	October 19, 2026
FPS Drop / Performance Degradation from ~10 FPS to ~8 FPS While Parsing Camera RTSP Frames After OS, CUDA and Kubernetes Upgrade DeepStream SDK tensorrt , camera , cuda , gpu , deepstream , software-and-drivers	4	180	October 19, 2026
PeopleNet Transformer v2.0 Compatibility with DeepStream 7.1 DeepStream SDK deepstream	1	61	October 14, 2026
Saving image from pipeline to disk with GPU DeepStream SDK deepstream	5	89	October 14, 2026
DeepStream 9.1 dGPU: nvv4l2decoder never recovers, and set_state(NULL) blocks, when the first keyframe-flagged buffer has a damaged slice DeepStream SDK nvbugs , deepstream	9	200	October 13, 2026
DeepStream 9.1: one blocked stream/remove in nvmultiurisrcbin freezes all other sources (EOS probe takes creator->lock for every event) DeepStream SDK nvbugs , deepstream	7	153	October 12, 2026
Libnvbufsurftransform.so causes gst-plugin-scanner to abort resulting in incomplete discovery of remaining nvidia plugins DeepStream SDK deepstream	3	107	October 12, 2026
DeepStream 9.1 PyServiceMaker: access SGIE parent object_id in Python without a C++ bridge DeepStream SDK deepstream	3	109	October 10, 2026
Interval property not working on sgie models or models that use nvpreprocess on deepstream 9.1 DeepStream SDK deepstream	1	72	October 9, 2026
DeepStream 9.1: nvtracker overwrites unique_component_id on interval frames when several detectors share class_id=0 DeepStream SDK deepstream	1	84	October 8, 2026
[Livestream] 10/1 at 9:00 AM PT – Build Visual AI Agents From a Prompt With NVIDIA Cosmos and VSS 3.3 Announcements cosmos	0	74	September 29, 2026
[Webinar] 9/30 at 11:00 AM PT - How Tulip Engineered a Replayable Factory with NVIDIA Cosmos and VSS Announcements cosmos	0	36	September 29, 2026
Pyservicemaker: triggering a custom element's action from Python - supported emit path or property channel? DeepStream SDK jetson , deepstream	2	99	September 24, 2026
A Vision AI Community Guide to NVIDIA GTC Berlin 2026 Announcements	1	398	September 23, 2026
Nvv4l2h264enc on dGPU rejects profile=1 (Constrained-Baseline) DeepStream SDK nvbugs , deepstream	5	133	September 22, 2026
Nvv4l2h264enc PLI handling on Ubuntu deepstream DeepStream SDK gstreamer , deepstream	9	304	September 22, 2026
Recommended DeepStream architecture for fault-isolated multi-stream ALPR with per-source RTMP outputs DeepStream SDK deepstream	6	155	September 21, 2026
Unable to access classifier output tensor metadatawhen using `nvdspreprocess` with `input-tensor-meta=1` DeepStream SDK deepstream	5	149	September 18, 2026
DeepStream 9.1 – Missing libgstnvdsseimeta.so.1.0.0 on Jetson Orin Nano DeepStream SDK jetson , deepstream	3	114	September 18, 2026
Does changing nvinfer.interval at runtime affect nvtracker (NvDCF) tracking quality afterward? DeepStream SDK deepstream	8	187	September 18, 2026