Yuxi104

HR-NAS

HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)

FasterSeg

We are master students at the University of Applied Sciences in Esslingen and are working on image segmentation for autonomous driving. For this purpose, we have adapted the FasterSeg model according to our task and hereby make it available to you.

DeepCrack

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

Neural-Architecture-Search-PaperAndCode-Sunmary

This repository collects recent NAS based methods and provide a summary (Paper and Code) by year and task. We hope this repo can help you better understand the trend of NAS era.

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

UniNet

Unified Architecture Search with Convolution, Transformer, and MLP (ECCV 2022)

fdsnet

FDSNet: An Accurate Real-Time Surface Defect Segmentation Network (ICASSP 2022)

CSS

Official implementation of CSS for weakly supervised surface defect localization

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Awesome-Segmentation-With-Transformer

[T-PAMI-2024] Transformer-Based Visual Segmentation: A Survey

Cream

This is a collection of our NAS and Vision Transformer work.

imgaug

Image augmentation for machine learning experiments.

HRNet-Image-Classification

Train the HRNet model on ImageNet

SEAM

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

AugLy

A data augmentations library for audio, image, text, and video.

chatgpt-web

使用 express 和 vue3 搭建的 ChartGPT 演示网页

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

2022-Machine-Learning-Specialization

Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

Train_Custom_Dataset

标注自己的数据集，训练、评估、测试、部署自己的人工智能算法