Junran Peng's starred repositories
mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
awesome-deep-text-detection-recognition
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
BERT-pytorch
Google AI 2018 BERT pytorch implementation
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
google-research
Google Research
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.