wangyarui

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

imgaug

Image augmentation for machine learning experiments.

QAnything

Question and Answer based on Anything.

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

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.

pytorch-ssim

pytorch structural similarity (SSIM) loss

Awesome-offer

关于面试/谈Offer/程序员职场生涯等

AI-Job-Resume

AI 算法岗简历模板

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

MVTec-Anomaly-Detection

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

differnet

This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows" by Marco Rudolph, Bastian Wandt and Bodo Rosenhahn.

awesome-defect-detection

defect detection algorithm

Industrial_defect_detection

本项目用深度学习的方法进行工业产品缺陷检测，替代原本人眼的产品质检。从而大幅提升工业产品合格率和降低人力成本。

DeepMIL

Real-world Anomaly Detection in Surveillance Videos CVPR2018 UCF-Crime dataset

ContainerNumber-OCR

Detection and Recognition Container number.

Traffic_sign_Classify

CNN卷积神经网络 交通标志识别

Anomaly_Prediction

Pytorch implementation of anomaly prediction.

High-Resolution-Image-Inpainting-GAN

Pytorch Re-implementation of "Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting"(CVPR 2020 Oral)

notravellist

爬取去哪儿景点进行数据分析并生成热力图

Detection-of-defects-in-fruits-and-vegetables

Detection of defects in fruits and vegetables using k means segmentation and Otsu thresholding in Matlab. Both external and internal defects are detected. For external defects, the surface of the fruits and vegetables in the image is processed. For internal defects, two approaches are followed. In the first one, the internal images of the fruits are processed for defects, whereas in the second one, the X-ray images of the images are taken and processed for defects.

Anomaly-Detection-with-GAN

Steel defect detection intern project in PIRL(Postech information Research Laboratories)

Awesome-Anomaly-Detection

List of papers and codes for anomaly detection

ALOCC_Keras_SMILE

Re-implementation of https://github.com/Tony607/ALOCC_Keras, for other datasets

Ctrip-DataAnalysis

携程网景点数据分析

Anomaly-GAN-Frame

Anomaly_Detection