computer vision, image processing and machine learning on the web browser or node.

Last update: Nov 11, 2022

Overview

Image processing and Machine learning labs

computer vision, image processing and machine learning on the web browser or node

note

Fast Fourier Transform (1D/2D-FFT)
Stereo Matching
Poisson Image Editing
Line Segment Detector
Corner Detection
Fish-Eye Transform
Image Processing Filters
Image Histogram Calculation
Image Feature Extraction
Decision Tree Learning
K-Means++ Clustering
Logistic Regression
Adaptive Regularization of Weight Vectors (AROW)
Soft Confidence Weighted Learning (SCW)
Gradient Boosting Decision Tree (GBDT)
Neural Network (Denoising Autoencoders)
t-Distributed Stochastic Neighbor Embedding (t-SNE)
3D Shape Drawing (Mobius Strip, Klein Bottle, Heart Surface ...)
WebGL Samples
etc..

demo

Demo Site (mirror)

license

Owner

ryohei tanaka

software engineer

GitHub Repository

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Handwritten Text Recognition (OCR) with MXNet Gluon These notebooks have been created by Jonathan Chung, as part of his internship as Applied Scientis

422 Jan 03, 2023

(CVPR 2021) ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection

ST3D Code release for the paper ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection, CVPR 2021 Authors: Jihan Yang*, Shaoshu

224 Dec 28, 2022

Simple app for visual editing of Page XML files

Name nw-page-editor - Simple app for visual editing of Page XML files. Version: 2021.02.22 Description nw-page-editor is an application for viewing/ed

27 Jun 20, 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

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

Version 2 is now available and under development in the master branch, read a story about v2: Why I refactor tesseract.js v2? Check the support/1.x br

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The world's simplest facial recognition api for Python and the command line

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Slice a single image into multiple pieces and create a dataset from them

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14 Dec 29, 2022

Distort a video using Seam Carving (video) and Vibrato effect (sound)

Distort videos Applies a Seam Carving algorithm (aka liquid rescale) on every frame of a video, and a vibrato effect on the audio to distort the video

6 Dec 06, 2022

Image augmentation for machine learning experiments.

imgaug This python library helps you with augmenting images for your machine learning projects. It converts a set of input images into a new, much lar

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Motion Detection Squid Game with OpenCV Python

*Motion Detection Squid Game with OpenCV Python i am newbie in python. In this project I made a simple game to follow the trend about the red light gr

17 Nov 22, 2022

When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework (CVPR 2021 oral)

MTLFace This repository contains the PyTorch implementation and the dataset of the paper: When Age-Invariant Face Recognition Meets Face Age Synthesis

120 Jan 05, 2023

Learning Camera Localization via Dense Scene Matching, CVPR2021

This repository contains code of our CVPR 2021 paper - "Learning Camera Localization via Dense Scene Matching" by Shitao Tang, Chengzhou Tang, Rui Hua

65 Dec 01, 2022

Deskewing images with slanted content

skew_correction De-skewing images with slanted content by finding the deviation using Canny Edge Detection. To Run: In python 3.6, from deskew import

13 Aug 27, 2022

YOLOv5 in DOTA with CSL_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）

YOLOv5_DOTA_OBB YOLOv5 in DOTA_OBB dataset with CSL_label.(Oriented Object Detection) Datasets and pretrained checkpoint Datasets : DOTA Pretrained Ch

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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

Driver Drowsiness Detection with OpenCV & Dlib

In this project, we have built a driver drowsiness detection system that will detect if the eyes of the driver are close for too long and infer if the driver is sleepy or inactive.

4 Oct 26, 2022

Ocular is a state-of-the-art historical OCR system.

Ocular Ocular is a state-of-the-art historical OCR system. Its primary features are: Unsupervised learning of unknown fonts: requires only document im

228 Dec 30, 2022

Provides OCR (Optical Character Recognition) services through web applications

OCR4all As suggested by the name one of the main goals of OCR4all is to allow basically any given user to independently perform OCR on a wide variety

174 Dec 31, 2022

Character Segmentation using TensorFlow

Character Segmentation Segment characters and spaces in one text line,from this paper Chinese English mixed Character Segmentation as Semantic Segment

26 Aug 25, 2022

Let's explore how we can extract text from forms

Form Segmentation Let's explore how we can extract text from any forms / scanned pages. Objectives The goal is to find an algorithm that can extract t

42 Jun 05, 2022