An organized collection of tutorials and projects created for aspriring computer vision students.

Last update: Nov 24, 2021

Related tags

Computer Vision learn_computer_vision

Overview

learn_computer_vision

An organized collection of tutorials and projects created for aspriring computer vision students.

Getting started

To start learning computer vision, you should start by installing:

Ubuntu (preferable 18 or over)
Anaconda (for virtual environment)
For computers with compatible NVIDIA GPU: Graphics cards drivers, CUDA and CUDNN.

PyTorch Tutorials
Assignments

PyTorch_Tutorials

Basics

Assignments

Pytorch Assignments

EX 1

Owner

Givralnguyen

GitHub Repository

Code for AAAI 2021 paper: Sequential End-to-end Network for Efficient Person Search

This repository hosts the source code of our paper: [AAAI 2021]Sequential End-to-end Network for Efficient Person Search. SeqNet achieves the state-of

218 Dec 31, 2022

An advanced 2D image manipulation with features such as edge detection and image segmentation built using OpenCV

OpenCV-ToothPaint3-Advanced-Digital-Image-Editor This application named ‘Tooth Paint’ version TP_2020.3 (64-bit) or version 3 was developed within a w

1 Nov 05, 2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

Mixed supervision for surface-defect detection: from weakly to fully supervised learning [Computers in Industry 2021] Official PyTorch implementation

169 Dec 30, 2022

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

SynthText Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Ved

1.8k Dec 28, 2022

7th place solution

SIIM-FISABIO-RSNA-COVID-19-Detection 7th place solution Validation: We used iterative-stratification with 5 folds (https://github.com/trent-b/iterativ

11 Jul 17, 2022

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

CVZone This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe librar

648 Dec 30, 2022

Papers, Datasets, Algorithms, SOTA for STR. Long-time Maintaining

Scene Text Recognition Recommendations Everythin about Scene Text Recognition SOTA • Papers • Datasets • Code Contents 1. Papers 2. Datasets 2.1 Synth

197 Jan 05, 2023

A simple document layout analysis using Python-OpenCV

Run the application: python main.py *Note: For first time running the application, create a folder named "output". The application is a simple documen

109 Dec 12, 2022

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

CRNN_Tensorflow This is a TensorFlow implementation of a Deep Neural Network for scene text recognition. It is mainly based on the paper "An End-to-En

1000 Dec 27, 2022

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Overview This collection demonstrates how to construct and train a deep, bidirectional stacked LSTM using CNN features as input with CTC loss to perfo

489 Dec 21, 2022

a micro OCR network with 0.07mb params.

MicroOCR a micro OCR network with 0.07mb params. Layer (type) Output Shape Param # Conv2d-1 [-1, 64, 8,

29 Aug 06, 2022

Make OpenCV camera loops less of a chore by skipping the boilerplate and getting right to the interesting stuff

camloop Forget the boilerplate from OpenCV camera loops and get to coding the interesting stuff Table of Contents Usage Install Quickstart More advanc

9 Nov 12, 2021

POT : Python Optimal Transport

This open source Python library provide several solvers for optimization problems related to Optimal Transport for signal, image processing and machine learning.

1.7k Jan 04, 2023

This can be use to convert text in a file to handwritten text.

TextToHandwriting This can be used to convert text to handwriting. Clone this project or download the code. Run TextToImage.py give the filename of th

2 Feb 06, 2022

EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)

EAST_ICPR2018: EAST for ICPR MTWI 2018 Challenge II (Text detection of network images) Introduction This is a repository forked from argman/EAST for t

49 Dec 24, 2022

A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

1 Dec 22, 2021

An organized collection of tutorials and projects created for aspriring computer vision students.

Related tags

Overview

learn_computer_vision

Getting started

Table of contents

PyTorch_Tutorials

Basics

Assignments

Pytorch Assignments

Owner

Givralnguyen

Code for AAAI 2021 paper: Sequential End-to-end Network for Efficient Person Search

An advanced 2D image manipulation with features such as edge detection and image segmentation built using OpenCV

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

7th place solution

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

Papers, Datasets, Algorithms, SOTA for STR. Long-time Maintaining

A simple document layout analysis using Python-OpenCV

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

a micro OCR network with 0.07mb params.

Make OpenCV camera loops less of a chore by skipping the boilerplate and getting right to the interesting stuff

POT : Python Optimal Transport

This can be use to convert text in a file to handwritten text.

EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)

A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

Detect handwritten words in a text-line (classic image processing method).

Détection de créneaux de vaccination disponibles pour l'outil ViteMaDose

Select range and every time the screen changes, OCR is activated.

A Vietnamese personal card OCR website built with Django.