ChunyanZhao

ConsistentTeacher

[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection

efficientteacher

A Supervised and Semi-Supervised Object Detection Library for YOLO Series

LayoutGMN-pytorch

Pytorch implementation of LayoutGMN.

YOLOv8

:fire: Official YOLOv8模型训练和部署

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

layout_analysis

中文版面检测（Chinese layout detection），yolov8 is used to detect the layout of Chinese document images。

YOLO-MS

YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection

awesome-object-detection-in-aerial-images

A curated list of awesome resources for generic object detection in aerial images.

Layout2Graph

An official implementation of paper "Paragraph2Graph: A Language-independent GNN-based framework for layout analysis"

FourLLIE

This is the official pytorch implementation of "FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information" (ACM MM 2023)

Low-light-Image-Enhancement

Python implementation of two low-light image enhancement techniques via illumination map estimation

CDIoU-CDIoUloss

🔥CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent performances in several models such as Faster R-CNN, YOLOv4, RetinaNet and . There is a maximum AP improvement of 1.9% and an average AP of 0.8% improvement on MS COCO dataset, compared to traditional evaluation-feedback modules. Here we just use as an example to illustrate the code.

YOLO_UNET

Official implementation of the paper: "Narotamo, H., Sanches, J. M., & Silveira, M. (2019, July). Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. "

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

ssddet

[ICCV 2023] Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes

OA-MIL

[ECCV 2022] Robust Object Detection With Inaccurate Bounding Boxes

DeGPR

Improved-YOLOv5-for-Small-Object-Detection

Improved YOLOv5 for Small Object Detection,

PointTinyBenchmark

Point based and tiny object detection and localization code set of UCAS-VG

yolov5-gradcam

Visualizing Yolov5's layers using GradCam

BoMD

Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"

classification-pytorch

这是各个主干网络分类模型的源码，可以用于训练自己的分类模型。

URL

Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task-specific Adapters - CVPR 2022

cnaps

Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Normalization for Meta-Learning"

CrossDomainFewShot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

SVF-few-shot-segmentation

zero-shot-counting

CVPR2023 Zero-shot Counting

DIaM

Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)

StyleAdv-CDFSL

Repository for the CVPR-2023 paper : StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning

yolov5_deploy