YoungGod

sturcture-inpainting

Source code of AAAI 2020 paper 'Learning to Incorporate Structure Knowledge for Image Inpainting'

DFR

Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction

Medical-Insurance-Fraud-Detection

A competition held by Chinese society of social insurance and Aibaba Group. I individually got the ranking of 15 in the first round and 16 in the second round among 1300+ teams.

Power-Consumption-Prediction

Based on the historical electricity consumption data of more than 1000 enterprises in a high-tech Zone, design algorithms to predict the daily total electricity consumption of the Zone in next month (next 30 days)

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

DFC

Unsupervised Anomaly Detection and Segmentation via Deep Feature Correspondence

awesome-anomaly-detection-old

A complete list of papers on anomaly detection.

easyML

A Python Package for data processing and building ML models, primarily based on pandas and sklearn libraries.

Awsome-Image-Inpainting

Papers and projects about image inpainting.

Data-Structure-Algorithms-Practice

Data structure and algorithms, problems and solutions. Practicing programming skills

Machine-learning-in-action

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

SunML

My own ml lib. A continuously updated individual machine learning repository..

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

Computer-Vision-Video-Lectures

A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.

DataStructure-Algorithm

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

mav_voxblox_planning

MAV planning tools using voxblox as the map representation.

medical-data

medical-imaging-datasets

A list of Medical imaging datasets. Source : https://sites.google.com/site/aacruzr/image-datasets

ML-lib

An extensive machine learning library, made from scratch (Python).

persist-queue

A thread-safe disk based persistent queue in Python

PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

tide

A General Toolbox for Identifying Object Detection Errors

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

Visual-Reasoning-eXplanation

[CVPR 2021] A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts