KangchengLiu

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

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.

OWOD

(CVPR 2021 Oral) Open World Object Detection

DEye

Keep an Eye on Defects Inspection.

Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

Deep-Learning-Approach-for-Surface-Defect-Detection

A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"

ov2slam

OV²SLAM is a Fully Online and Versatile Visual SLAM for Real-Time Applications

TraDeS

Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)

Tiny-Defect-Detection-for-PCB

This is a repository about PCB defect detection.

Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5

天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案

Surface-Inspection-defect-detection-dataset

This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc

self_supervised

Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.

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.

rp-vio

[IROS-21] RP-VIO: Robust Plane-based Visual-Inertial Odometry for Dynamic Environments (Code & Dataset)

SegDecNet

Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"

VoV3D

Efficient 3D Backbone Network for Temporal Modeling

referit3d

Code accompanying our ECCV-2020 paper on 3D Neural Listeners.

Industrial-Defect-Inspection-segmentation

Automatic Defect Inspection with End-to-End Deep Learning

SpatioTemporalSegmentation-ScanNet

smart-defect-inspection

Simple python script for industrial defect inspection( counting the number of pills during manufacturing)

Zero-Shot-Hashing

Transductive Zero-Shot Hashing For Multi-Label Image Retrieval

Metal-Surface-Defect-Inspection

Metal Surface Defect Inspection through Deep Convolution Neural Network

Steel-Surface-Defect-Detection

An Automatic real-time Optical Inspection System for classifying and detecting defects in steel surfaces.

CV-cap-liner-inspection

Computer Vision project for the inspection of defects in plastic cap liners

Concrete_spalling

SKU110K_CVPR19

cnn

spalling detection with cnn

plasticdefects

Plastic Defects Inspection

Multistage-Routing-in-Communication-Networks

Worked along with Prof Dr.Shalabh Bhatnagar to introduce a ‘Discrete Event Simulation Approach’ mechanism | Worked as a Project Trainee on a project on Routing in Communication Networks | Designed algorithm to generate discrete and continuous random variables | Implemented the M/M/c Queuing Theory with varying probabilities | Worked on Spall’s SPSA (Simultaneous perturbation stochastic approximation) algorithm. It is used to optimize systems with multiple unknown parameters using stochastic approximation.