trt_pose
jetson_stats
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| trt_pose | jetson_stats | |
|---|---|---|
| 3 | 2 | |
| 921 | 2,023 | |
| 0.0% | - | |
| 0.0 | 8.7 | |
| over 1 year ago | 5 days ago | |
| Python | Python | |
| MIT License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
trt_pose
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[P] Football Player 3D Pose Estimation using YOLOv7
You can try trt_pose rather than YOLO. It's super fast. I am also doing 3D pose estimation, and with trt_pose I get the 2D at more than 100fps. https://github.com/NVIDIA-AI-IOT/trt_pose
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How to setup gesture recognition on the Nano?
I just followed the setup instructions for TRT_pose and then TRT_pose_hand and it was working great for me! You will need to follow these steps first to get TRT_pose on your device.
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How to use the Nano and openpose to detect the humans bodies inside footages for removing the colors that don't belong to them
I think you are looking for trt_pose, available here: https://github.com/NVIDIA-AI-IOT/trt_pose. I think this is the best library for real time pose tracking for the nano.
jetson_stats
- Setting up Object Detection Inference Server with Jetson Nano
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chopy video from webcam
I don’t know about the lagging camera problem since I also using a Logitech webcam and it run fine. About the CPU usage you can try this https://github.com/rbonghi/jetson_stats
What are some alternatives?
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
nvitop - An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
CSI-Camera - Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Developer Kit
torch2trt - An easy to use PyTorch to TensorRT converter
JetScan - JetScan : GPU accelerated portable RGB-D reconstruction system
trt_pose_hand - Real-time hand pose estimation and gesture classification using TensorRT
JetsonGPIO - A C++ library that enables the use of Jetson's GPIOs
Real-time-GesRec - Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
yolov5-deepsort-tensorrt - A c++ implementation of yolov5 and deepsort
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models