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.

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CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

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deit

Official DeiT repository

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Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

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tide

A General Toolbox for Identifying Object Detection Errors

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ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

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FATE

An Industrial Grade Federated Learning Framework

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big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

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PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

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swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

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pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

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awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

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BERT-pytorch

Google AI 2018 BERT pytorch implementation

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OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

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google-research

Google Research

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once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

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pycls

Codebase for Image Classification Research, written in PyTorch.

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CMC

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

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CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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