bharath5673 / Deepstream

yolov5, yolov8, segmenations, face, pose, keypoints on deepstream
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analytics deepsort deepstream face-detection jetson multimodel nvidia object-detection onnx pose-estimation python segmentation tracker tracking yolo yolov5 yolov6 yolov8

Deepstream deepstream-6.3-ubuntu20.04

  1. Make sure that you install Deepstream 6.3 as shown in this Guide

  2. Clone the repository recursively:

    git clone --recurse-submodules  https://github.com/bharath5673/Deepstream.git

    If you already cloned and forgot to use --recurse-submodules you can run git submodule update --init

  3. follow the instructions as shown in the repos..

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DeepStream MultiModel

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@ https://github.com/bharath5673/Deepstream/tree/main/DeepStream-Configs/DeepStream-MultiModel





ROI based counts on deepstream

output

@ https://github.com/bharath5673/Deepstream/tree/main/DeepStream-Python




Trajectory tracking on deepstream

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@ https://github.com/bharath5673/Deepstream/tree/main/DeepStream-Python




Custom CNN to DeepStream in simple 3 steps

5ef98519-07bb-4983-81e1-81a3debfdd462

START @ https://github.com/bharath5673/Deepstream/tree/main/CNN-to-DeepStream





Deepstream ONNXified Quick DEMO

cd Deepstream
sh QuickDemo.sh



Deepstream multistreams, tiled, multimodels, customizations and extra configs

@ https://github.com/bharath5673/Deepstream/tree/main/DeepStream-Configs/test




Deepstream Multimodels python

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@https://github.com/bharath5673/Deepstream/blob/main/DeepStream-Python/deepstream_test_yolo_track_multimodel.py




Easy steps installation

@ https://gist.github.com/bharath5673/800a18cc7474ce9c22fda6deaaa98354
___ ___ ## Acknowledgements
Expand * [https://github.com/marcoslucianops/DeepStream-Yolo](https://github.com/marcoslucianops/DeepStream-Yolo) * [https://github.com/AlexeyAB/darknet](https://github.com/AlexeyAB/darknet) * [https://github.com/WongKinYiu/yolor](https://github.com/WongKinYiu/yolor) * [https://github.com/WongKinYiu/PyTorch_YOLOv4](https://github.com/WongKinYiu/PyTorch_YOLOv4) * [https://github.com/WongKinYiu/ScaledYOLOv4](https://github.com/WongKinYiu/ScaledYOLOv4) * [https://github.com/Megvii-BaseDetection/YOLOX](https://github.com/Megvii-BaseDetection/YOLOX) * [https://github.com/ultralytics/yolov3](https://github.com/ultralytics/yolov3) * [https://github.com/ultralytics/yolov5](https://github.com/ultralytics/yolov5) * [https://github.com/DingXiaoH/RepVGG](https://github.com/DingXiaoH/RepVGG) * [https://github.com/JUGGHM/OREPA_CVPR2022](https://github.com/JUGGHM/OREPA_CVPR2022) * [https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose](https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose) * [https://github.com/ultralytics/ultralytics](https://github.com/ultralytics/ultralytics)