Gluon CV Toolkit

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Focal Loss for Dense Rotation Object Detection

第五届百度西安交大大数据竞赛 城市区域功能分类 Baseline

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing (CVPR 2018)

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

PyTorch implementation of Deformable Convolution

Kaggle TGS Salt Identification Challenge 2018 4th place code

PANet for Instance Segmentation and Object Detection

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

Convolutional Neural Networks

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

Keras implementation of RetinaNet object detection.

This is a PyTorch implementation of RetinaNet and SSD, in the code structure of Detectron from FAIR

A Keras implementation of YOLOv3 (Tensorflow backend)

Relation Networks for Object Detection

tensorflow implementation of 'YOLO : Real-Time Object Detection'

Simple Online Realtime Tracking with a Deep Association Metric

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

Caffe2 is a lightweight, modular, and scalable deep learning framework.

Style transfer, deep learning, feature transform