Real-time-GesRec
trt_pose_hand
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Real-time-GesRec | trt_pose_hand | |
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1 | 2 | |
590 | 181 | |
- | 0.0% | |
0.0 | 0.0 | |
over 1 year ago | about 3 years ago | |
Python | Jupyter Notebook | |
MIT License | MIT License |
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Real-time-GesRec
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How to setup gesture recognition on the Nano?
I'm pretty new to the Nano and AI in general, but I'm currently working on a school project that requires me to use the Nano. I was wondering how if there are any good tutorials on how to setup the Nano and it's IMX219 camera so that it can recognize gestures. One of the datasets is this: https://github.com/ahmetgunduz/Real-time-GesRec. Thank you in advanced!
trt_pose_hand
- Substitue for ipywidget in .py script
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How to setup gesture recognition on the Nano?
If you haven't checked this out yet, I recommend at least getting it working and seeing how this project converts a model into TRT format for fast inference on the Nano. https://github.com/NVIDIA-AI-IOT/trt_pose_hand
What are some alternatives?
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
jetson-inference - Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
LoFTR - Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022
trt_pose - Real-time pose estimation accelerated with NVIDIA TensorRT
iSeeBetter - iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
yolov5-deepsort-tensorrt - A c++ implementation of yolov5 and deepsort
facenet-pytorch - Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
jetson - Self-driving AI toy car 🤖🚗.
jetson_stats - 📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series
pytorch-openpose - pytorch implementation of openpose including Hand and Body Pose Estimation.