Stars
Models and examples built with TensorFlow
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
OpenMMLab Detection Toolbox and Benchmark
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Open standard for machine learning interoperability
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
End-to-End Object Detection with Transformers
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
A paper list of object detection using deep learning.
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Minimal PyTorch implementation of YOLOv3
OpenMMLab Pose Estimation Toolbox and Benchmark.
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Simple, online, and realtime tracking of multiple objects in a video sequence.
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Efficient 3D human pose estimation in video using 2D keypoint trajectories