denghuimin1

CDTrans

[ICLR2022] CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation

CAT

Official implement of "CAT: Cross Attention in Vision Transformer".

ICCV_MAET

[ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.

R2CNN_HEAD_FPN_Tensorflow

Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multiscale Rotation Region Convolutional Neural Network

Robust-Classification

CVPR 2022 Workshop Robust Classification

DE-DETRs

Official Implementation of DE-DETR and DELA-DETR in "Towards Data-Efficient Detection Transformers"

Rotated-RetinaNet

Rotation RetinaNet for arbitrary-oriented object detection.

OnlineLabelSmoothing

The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021

MetaCam_DSCE

Code for our CVPR 2021 paper "MetaCam+DSCE"

AcroFOD

(ECCV2022) The official PyTorch implementation of the "AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection".

ZSD-YOLO

DG-YOLO

[ICIP2020] TOWARDS DOMAIN GENERALIZATION IN UNDERWATER OBJECT DETECTION

CST-YOLO

[ICIP'24] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".

MLCA

The codes of MLCA.

ALFs

Learning with Noisy Labels, Label Noise, ICML 2021

NLTE

[CVPR' 22] Towards Robust Adaptive Object Detection under Noisy Annotations

HOTCOLDBlock

Official Pytorch implementation for our AAAI 2023 paper HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design

Defogging-Images-using-Dark-Channel-Prior

A python script in which Image Processing techniques like Dark Channel Prior are implemented to remove fog from hazed foggy images and produces dehazed and enhanced images as the output which which improves driver's visual system in foggy condition.

CMW-Net

Pytorch implementation of TPAMI2023: CMW-NetCMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning

GDW-NIPS2021

This repository is the official implementation of Generalized Data Weighting via Class-level Gradient Manipulation (NeurIPS 2021)(http://arxiv.org/abs/2111.00056).

DETA

LDF

[Findings of EMNLP 2022] Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection

meta-fusion-based-method

BHN

FSCW

cGAN_YOLOv5

This repository is modified from https://github.com/thatbrguy/Dehaze-GAN for college final year project & research usage. Layers in generator and the activation function used in both generator and discriminator are changed.

FSL_Cls_Screen

dehaze

The implementation of a haze removal algorithm according to the color attenuation prior.

FINet

Foggy Insulator Network, Dataset and Code. Improved object detection network, synthetic fog, data augmentation, channel attention mechanism. Insulator & defect detection

VOD_Challenge

Vehicle Classification and Object Detection Challenge in IEEE Bigdata2022