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awesome-longtailed-learning

TPAMI 2023发表的长尾学习论文汇总

balancedgroupsoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

bot-sort

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

bytetrack

可以作为实验改进的baseline

captcha_break

验证码识别

class_agnostic_object_detecct

[ECCV'22] Official repository of paper titled "Class-agnostic Object Detection with Multi-modal Transformer".

clim

clip

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

coco

COCO API - Dataset @ http://cocodataset.org/

cora

A DETR-style framework for open-vocabulary detection (OVD). CVPR 2023

cvpr2023-papers-with-code

CVPR论文和开源项目合集

dcnv2

Deformable Convolutional Networks v2 with Pytorch

ddddocr

通用验证码识别OCR

detr

End-to-End Object Detection with Transformers

fairmot

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

ghost

主要看ReID提取网络部分，可以尝试将其改进为通用的ReID提取网络

girlfriend-gift-collection

送给女朋友的礼物合集，生日/情人节/纪念日等，程序员的创意。

lvis-api

Python API for LVIS Dataset

ma-dac

Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”

mae

2022 CVPR Masked Autoencoders pytorch

mat

Representation Learning for Visual Object Tracking by Masked Appearance Transfer

mmdetection

OpenMMLab Detection Toolbox and Benchmark

motr

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

object-detection-and-tracking

Object Detection and Multi-Object Tracking

ovtrack

OVTrack: Open-Vocabulary Multiple Object Tracking [CVPR 2023]

regionclip

[CVPR 2022] Official code for "RegionCLIP: Region-based Language-Image Pretraining"

romantic

浪漫代码集合

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclr_pytorch

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

simsiam

对比学习的例子