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How to setup gesture recognition on the Nano?
3 projects | reddit.com/r/JetsonNano | 21 Apr 2021
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.
How to use the Nano and openpose to detect the humans bodies inside footages for removing the colors that don't belong to them
2 projects | reddit.com/r/JetsonNano | 26 Dec 2020
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.
What are some alternatives?
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."
torch2trt - An easy to use PyTorch to TensorRT converter
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.
trt_pose_hand - Real-time hand pose estimation and gesture classification using TensorRT
lane-detection-opencv - This is for detecting any lane in the road to identify the road map
Yolov5_StrongSORT_OSNet - A collection of real-time multi-camera multi-object SOTA trackers using YOLOv5
Real-time-GesRec - Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
jetson_stats - 📊 Simple package for monitoring and control your NVIDIA Jetson [Xavier NX, Nano, AGX Xavier, TX1, TX2]
DIY-ai-art - How to build your own AI art installation from scratch
JetScan - JetScan : GPU accelerated portable RGB-D reconstruction system
jetson_camera - ROS node for Jetson Nano CSI camera
maskcam - Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.