Ordinal_Classifier
trt_pose_hand
| Ordinal_Classifier | trt_pose_hand | |
|---|---|---|
| 1 | 2 | |
| 8 | 189 | |
| - | 4.2% | |
| 10.0 | 0.0 | |
| over 1 year ago | over 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
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Ordinal_Classifier
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Ordinal Regression using sklearn
Here i made a package for doing ordinal regression using sklearn classifier: https://github.com/mosh98/Ordinal_Classifier
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?
coral-ordinal - Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
jetson-inference - Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
examples - 📝 Examples of how to use Neptune for different use cases and with various MLOps tools
trt_pose - Real-time pose estimation accelerated with NVIDIA TensorRT
LoFTR - Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022
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
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.