Kunlei-Hong

ISTR

ISTR: End-to-End Instance Segmentation with Transformers (https://arxiv.org/abs/2105.00637)

awesome-public-datasets

A topic-centric list of HQ open datasets.

C-learning

deeplearningbook-chinese

Deep Learning Book Chinese Translation

detectron2

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

HRNet-Object-Detection

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h). This is an official implementation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

ISDA-for-Deep-Networks

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

math_lf.github.io

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, etc.

Pytorch-Camp

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

TOOLS