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Models and examples built with TensorFlow
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
deep learning for image processing including classification and object-detection etc.
🆓免费的 ChatGPT 镜像网站列表，持续更新。List of free ChatGPT mirror sites, continuously updated.
End-to-End Object Detection with Transformers
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
A PyTorch implementation of the Transformer model in "Attention is All You Need".
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
all kinds of text classification models and more with deep learning
A faster pytorch implementation of faster r-cnn
Object detection, 3D detection, and pose estimation using center point detection:
Minimal PyTorch implementation of YOLOv3
Keras code and weights files for popular deep learning models.
A Keras implementation of YOLOv3 (Tensorflow backend)
Simple Online Realtime Tracking with a Deep Association Metric
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Torchreid: Deep learning person re-identification in PyTorch.
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Simple, online, and realtime tracking of multiple objects in a video sequence.
CNN-RNN中文文本分类，基于TensorFlow
Transformer: PyTorch Implementation of "Attention Is All You Need"
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking