UserMingJun

Image-classification-and-target-detection-by-pytorch

pytorch入门项目，包括线性回归、垃圾分类、水果目标检测、ssd

garbage_classify

本文新增添分类，检测，换脸技术等学习教程，各种调参技巧和tricks，卷积结构详细解析可视化，注意力机制代码等详解！本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。本项目包含完整的分类网络、数据增强、SVM等各种分类增强策略，后续还会继续更新新的分类技巧。

HWCC_image_classification

本赛题任务是对西安的热门景点、美食、特产、民俗、工艺品等图片进行分类，即首先识别出图片中物品的类别（比如大雁塔、肉夹馍等），然后根据图片分类的规则，输出该图片中物品属于景点、美食、特产、民俗和工艺品中的哪一种。

VAN-Segmentation

EdgeNeXt

[CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".

SegNeXt

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

P2T

[TPAMI22] Pyramid Pooling Transformer for Scene Understanding

SPNet

Specificity-preserving RGB-D Saliency Detection

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Res2Net-PretrainedModels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

UNeXt-pytorch

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

CCML_Learning

This is the offical website for paper ''Category-consistent deep network learning for accurate vehicle logo recognition''

RGBD-SODsurvey

RGB-D Salient Object Detection: A Survey

D3NetBenchmark

Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks, IEEE TNNLS 2020

Saliency-Evaluation-Toolbox

This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.

GCPANet

Global Context-Aware Progressive Aggregation Network for Salient Object Detection

SOD-CNNs-based-code-summary-

The summary of code and paper for salient object detection with deep learning.

JL-DCF-pytorch

Code of JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection(CVPR2020)

JLDCF

Code for CVPR-2020 paper "JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection"

Scribble_Saliency

Weakly-Supervised Salient Object Detection via Scribble Annotations, CVPR2020

cutblur

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

deep_learning_object_detection

A paper list of object detection using deep learning.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

YOLOF

R2Net

Residual Learning for Salient Object Detection

pytorch-noise2void

Noise2Void - Learning Denoising from Single Noisy Images

deep-image-prior

Image restoration with neural networks but without learning.