CS_Final_Metal_surface_detection - This is a final project for CoderSchool Machine Learning bootcamp on 29/12/2021.

Last update: Dec 29, 2021

Overview

CS_Final_Metal_surface_detection

This is a final project for CoderSchool Machine Learning bootcamp on 29/12/2021.

The project is based on the dataset GC10-DET uploaded by Via.

https://www.kaggle.com/zhangyunsheng/defects-class-and-location

GC10-DET is the surface defect dataset collected in a real industry. It contains ten types of surface defects, i.e:

Punching (Pu): 219 images.
Weld line (Wl): 273 images.
Crescent gap (Cg): 226 images.
Water spot (Ws): 289 images.
Oil spot (Os): 204 images.
Silk spot (Ss): 650 images.
Inclusion (In): 216 images.
Rolled pit (Rp): 31 images.
Crease (Cr): 52 images.
Waist folding (Wf): 146 images.

The collected defects are on the surface of the steel sheet. The dataset includes 2280 gray-scale images and its label for type of defect and the true bounding box.

Owner

Cuong Vo

GitHub Repository

Implementation of Pix2Seq in PyTorch

pix2seq-pytorch Implementation of Pix2Seq paper Different from the paper image input size 1280 bin size 1280 LambdaLR scheduler used instead of Linear

9 Dec 15, 2022

Camera-caps - Examine the camera capabilities for V4l2 cameras

camera-caps This is a graphical user interface over the v4l2-ctl command line to

25 Dec 26, 2022

3ds-Ghidra-Scripts - Ghidra scripts to help with 3ds reverse engineering

3ds Ghidra Scripts These are ghidra scripts to help with 3ds reverse engineering

7 May 23, 2022

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

Unofficial implementation: MoCo: Momentum Contrast for Unsupervised Visual Representation Learning (Paper) InsDis: Unsupervised Feature Learning via N

16 Nov 04, 2020

ML for NLP and Computer Vision.

Sparrow is our open-source ML product. It runs on Skipper MLOps infrastructure.

2 Nov 28, 2021

Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning

DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Pytorch Implementation for DisCo: Remedy Self-supervi

79 Jan 06, 2023

ML model to classify between cats and dogs

Cats-and-dogs-classifier This is my first ML model which can classify between cats and dogs. Here the accuracy is around 75%, however , the accuracy c

4 Aug 20, 2021

pytorch implementation of trDesign

trdesign-pytorch This repository is a PyTorch implementation of the trDesign paper based on the official TensorFlow implementation. The initial port o

41 Dec 29, 2022

Motion Reconstruction Code and Data for Skills from Videos (SFV)

Motion Reconstruction Code and Data for Skills from Videos (SFV) This repo contains the data and the code for motion reconstruction component of the S

268 Dec 01, 2022

Official implementation of the paper WAV2CLIP: LEARNING ROBUST AUDIO REPRESENTATIONS FROM CLIP

Wav2CLIP 🚧 WIP 🚧 Official implementation of the paper WAV2CLIP: LEARNING ROBUST AUDIO REPRESENTATIONS FROM CLIP 📄 🔗 Ho-Hsiang Wu, Prem Seetharaman

240 Dec 13, 2022

The Balloon Learning Environment - flying stratospheric balloons with deep reinforcement learning.

Balloon Learning Environment Docs The Balloon Learning Environment (BLE) is a simulator for stratospheric balloons. It is designed as a benchmark envi

87 Dec 25, 2022

The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization' NIPS 2020.

Domain Generalization for Medical Imaging Classification with Linear Dependency Regularization The code release of paper 'Domain Generalization for Me

56 Dec 28, 2022

CS_Final_Metal_surface_detection - This is a final project for CoderSchool Machine Learning bootcamp on 29/12/2021.

Related tags

Overview

CS_Final_Metal_surface_detection

Owner

Cuong Vo

Implementation of Pix2Seq in PyTorch

Camera-caps - Examine the camera capabilities for V4l2 cameras

3ds-Ghidra-Scripts - Ghidra scripts to help with 3ds reverse engineering

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

ML for NLP and Computer Vision.

Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning

ML model to classify between cats and dogs

pytorch implementation of trDesign

Motion Reconstruction Code and Data for Skills from Videos (SFV)

Official implementation of the paper WAV2CLIP: LEARNING ROBUST AUDIO REPRESENTATIONS FROM CLIP

The Balloon Learning Environment - flying stratospheric balloons with deep reinforcement learning.

The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization' NIPS 2020.

The official repository for BaMBNet

Automate issue discovery for your projects against Lightning nightly and releases.

Spatially-Adaptive Pixelwise Networks for Fast Image Translation, CVPR 2021

Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods

SatelliteNeRF - PyTorch-based Neural Radiance Fields adapted to satellite domain

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation

[CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)