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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-deep-learning-papers

The most cited deep learning papers

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

darknet

Yolo v4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster_rcnn_pytorch

Faster RCNN with PyTorch

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

master

mx-rcnn

Parallel Faster R-CNN implementation with MXNet.

object-detection-tutorial

pascal-voc-pytorch

Object Detection with Pascal VOC 2012

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo.

pytorch-yolo-v2

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

severstal-steel-defect-detection

Kaggle Segmentation Challenge

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

wtuer

yolo-reproduce-summary

YOLO reproduce summary (now based on YOLOv3)

yolo_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"