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adaptive_teacher

This repo provides the source code for "Cross-Domain Adaptive Teacher for Object Detection".

ait

[2021CVPR] Adaptive Image Transformer for One-Shot Object Detection

centernet

Object detection, 3D detection, and pose estimation using center point detection:

docpf

dota-doai

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

dw

A Dual Weighting Label Assignment Scheme for Object Detection

escnn

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fcosr

FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection

fct

Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'

fgd

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

fine-grained-ship-recognition

food

HSIC-based Moving WeightAveraging for Few-Shot Open-Set Object Detection (ACM MM'23)

frn

(CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks

fsl-rsvae

gitskills

glocal

[CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognition

gmvae

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

irg-sfda

Official Pytorch codebase for Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection [CVPR 2023]

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

learngit

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

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.

mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

one-shot-object-detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

paper-reading

深度学习经典、新论文逐段精读

prepare_detection_dataset

convert dataset to coco/voc format