image-preprocessing

There are 1 repository under image-preprocessing topic.

idealo / imagededup
😎 Finding duplicate images made easy!
computer-vision e-commerce hashing idealo image-deduplication image-preprocessing neural-network python pytorch
Language:Python 5529
opennsfw2
bhky / opennsfw2
Keras implementation of the Yahoo Open-NSFW model
nsfw-classifier tensorflow2 image-classification keras image-preprocessing jax
Language:Python 460
mesutpiskin / computer-vision-guide
:book: This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.
opencv goruntu-isleme computer-vision image-processing machine-learning face-recognition object-detection optical-character-recognition deep-neural-networks deep-learning feature-extraction image-preprocessing image-filtering image-classification stereo-vision camera-calibration background-subtraction
Language:Python 417
sczhou / IGNN
[NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution
deep-learning image-preprocessing image-restoration super-resolution
Language:Python 312
HasnainRaz / SemSegPipeline
A simpler way of reading and augmenting image segmentation data into TensorFlow
tensorflow deep-learning input-pipeline data-augmentation semantic-segmentation python data-preprocessing augmentation pipeline data-augmentations image-augmentation image-preprocessing masks
Language:Python 143
Mehrab-Kalantari / Multi-Modal-House-Price-Estimation
House price estimation from visual and textual features using both machine learning and deep learning models
advanced-machine-learning catboostregressor cnn-regression feature-engineering image-feature-extraction image-preprocessing mlp-regression sift sift-algorithm xgboost-regressor multi-channel-cnn
Language:Jupyter Notebook 52
hellloxiaotian / DudeNet
Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)
blind-denoising cnn cnn-pytorch deep-learning image-denoising image-preprocessing low-level-vision python2 real-noise
Language:Python 48
wiseaidev / Face-Recogntion-Detection
Face Recognition/Detection (image/video) using skin tone threshold algorithm, haar cascade for face detection and LBPH for face recognition. It also implements the concept of multithreaded server with multiple clients.
opencv skin-detection skin-segmentation image-processing image-classification skin-color face-detection face-recognition feature-extraction python machine-learning image-preprocessing haar-cascade-classifier haar-cascade computer-vision networking socket-programming client-server multithreading
Language:Python 47
gsunit / Pectoral-Muscle-Removal-From-Mammograms
Algorithm to segment pectoral muscles in breast mammograms
breast-cancer-classification computer-vision mammogram breast-cancer image-preprocessing
Language:Jupyter Notebook 39
Jfortin1 / RAVEL
Intensity normalization of structural MRIs using RAVEL
brain-imaging image-normalization image-preprocessing image-processing mri normalization ravel smri structural-mri
Language:HTML 30
FaceFusion
sibisiddharth8 / FaceFusion
FaceFusion is an AI-powered tool that delivers high-quality face enhancements and realistic face swaps. Using models like GFPGAN, Real-ESRGAN, and InsightFace, it’s perfect for film studios, content creators, and designers seeking efficient and affordable visual effects if developed fully.
sibi siddharth cnn cnn-model cnn-project deep-learning-project deeplearning dl-projects face-swap face-swapping free-project gan generative-adversarial-network image-enhancer image-enhancment image-preprocessing python python-project squad-of-creators soc
Language:Python 26
vikasgola / image-filtering
image filtering techniques in python with examples
image-filtering image-preprocessing image-enhancement bilateral-filter non-local-means high-pass-filter low-pass-filter
Language:Jupyter Notebook 24
klarEDA / klar-EDA
A python library for automated exploratory data analysis
csv-data-preprocessing klar-eda csv-data-visualization exploratory-analysis python-library image-data-preprocessing image-preprocessing csv-preprocessing csv-visualization data-preprocessing data-visualization csv image image-processing image-visualization
Language:Python 18
mansipatel2508 / Image-Forgery-Detection-CNN-vs-Transfer-Learning-Comparison
The binary classification problem focused on first IEEE Image forensics challenge-phase 1, to predict the given image is pristine or manipulated/edited/fake. Comparing CNN & Transfer Learning models for the problem and boosting the performance by feature extraction
ai binary-classification binary-image cnn-keras computer-vision-opencv data-visualization feature-extraction image-classfication image-data-generator image-handle image-preprocessing image-processing imread kernel model-evaluation opencv-python pickle pylab robotics
Language:Jupyter Notebook 14
Purefekt / OCR-with-Tesseract
⛏️ Contains 4 python modules. Basic OCR using Google's Tesseract on single image and pdf. Auto orientation correction for scanned docs. Auto noise type detection and reduction. Watermark and stain removal on scanned docs. These modules act as preprocessing tools for the best OCR results.
ocr tesseract-ocr image-preprocessing noise-reduction python jupyter-notebook
Language:Jupyter Notebook 11
Oxid15 / Image-Smoothing-Algorithm-Based-on-Gradient-Analysis
Edge-preserving image smoothing algorithm
image-smoothing cpp python3 image-preprocessing image-processing preprocessing smoothing edge-preserving
Language:C++ 10
harsha-desaraju / TeluguOCR
This repository contains all the files of the project OCR for Telugu.
cnn-model deep-learning language image-preprocessing image-processing python tensorflow ocr
Language:Python 9
badalyaz / image-rating
Image Rating using CNN-based model.
computer-vision convolutional-neural-networks explainable-ai feature-extraction genetic-algorithm image-classification image-preprocessing opencv ternsorflow
Language:Jupyter Notebook 8
sevdaimany / Computer_Vision_Projects
This repository contains all my exercises and projects for computer vision.
computer-vision face-recognition image-preprocessing object-detection opencv
Language:Jupyter Notebook 7
2320sharon / Streamlit_Image_Sorter
Generic Image Sorter Interface for Streamlit
image image-preprocessing python streamlit
Language:Python 6
cresteem / Remige
Remige is an advanced image compression framework, built as a fork of libSquoosh. By integrating Squoosh's powerful image codecs directly into JavaScript applications, Remige offers unparalleled compression performance and file size reduction. Designed for compatibility with the latest Node.js versions, Remige enhances image processing with modern
batch-processing ci-cd-pipelines image-compression image-encoding image-optimization image-preprocessing image-processing-pipeline image-resizing memory-management node-js-library open-source-projects parallel-processing performance-enhancement web-development auto-optimizer high-performance-tools javascript-codecs modern-development node-js-integration squoosh-fork
Language:TypeScript 5
PrinceArora-4 / smart-trolley
A computer vision–powered smart self-checkout system that combines YOLOv11 for real-time product detection and Flask for a seamless, interactive billing interface — designed to revolutionize the retail experience.
computer-vision flask object-detection opencv python real-time self-checkout smart-trolley yolov11 html javascript jquery tailwindcss toastr custom-dataset image-preprocessing machine-learning roboflow ultralytics
Language:Python 5
saccofrancesco / crosswords
Crosswords is a powerful Streamlit app that helps you solve crossword puzzles using AI-powered clue recognition and web scraping. Just upload an image or screenshot of your puzzle, and the app extracts the clues with ChatGPT Vision, searches for possible answers online, and displays them instantly. Works locally or online via Streamlit Cloud
python automation crossword-solver clue-solver computer-vision data-extraction image-preprocessing nlp ocr pytesseract streamlit streamlit-app tesseract-ocr text-recognition web-scraping corssword-puzzle puzzle-helper
Language:Python 5
bianconif / CenOTAPH
CenOTAPH: COlour and Texture Analysis toolbox for PytHon
texture colour convolutional-neural-networks image-classfication image-segmentation image-preprocessing combinatorics
Language:Python 4
ItsNotRohit02 / Attendance-System-using-Facial-Recognition
This program enables real-time face recognition for attendance marking. It uses a webcam or video input to detect and recognize faces in real-time. When a recognized face is identified with sufficient accuracy, the corresponding name is recorded in an attendance file named Attendance.csv, along with the timestamp of the recognition.
attendance-management-system data-augmentation face-detection face-encoding face-recognition image-preprocessing python streamlit
Language:Python 4
kochlisGit / Data-Augmentation-Algorithms
Implementation of fast Data Augmentation for Image Classification / Detection tasks.
python data-augmentation rotation random crop saturation opencv numpy padding brightness contrast horizontal-flip image-processing image-preprocessing keras-tensorflow image-classification object-detection pipeline computer-vision
Language:Python 4
shraddha-sanil / diabetic-retinopathy-detection-methodological-framework
This DR detection methodology has six steps: preprocessing, segmentation of blood vessels, segmentation of OD, detection of MAs and hemorrhages, feature extraction and classification. For segmentation of blood vessels BCDU-Net is used. For OD segmentation, U-Net model is used. MAs and hemorrhages are extracted using Otsu thresholding technique. Both clinical and non-clinical features are extracted and fed to SVM classifier.
image-processing diabetic-retinopathy-detection diabetic-retinopathy image-preprocessing clahe segmentation blood-vessels-extraction blood-vessel-segmentation optic-disc-segmentation feature-extraction glcm classification svm svm-classifier svm-linear otsu-thresholding circular-hough-transform matlab python
Language:Jupyter Notebook 4
YSHgroup / image-preprocessing-python
Preprocessing the images and saving them in a specific directory with python
file-management image-preprocessing preprocessing-image py
Language:Python 4
div-yansh / ImageArrayGenerator
Python Program to convert images to .npy files along with their labels and store them for future use in Machine Learning.
python python3 python-3 opencv computer-vision numpy image-processing image-manipulation image-preprocessing image-generator
Language:Python 3
HariPasapuleti / Text-Extractor
A Flask-based web app that uses OCR technology to extract text from uploaded images. Users can upload images, preview them, and download the extracted text as a file.
file-upload flask image-preprocessing ocr-text-reader python
Language:HTML 3
WSI_Preprocess
seycho / WSI_Preprocess
Whole Slide Image mask preprocessing modules.
image-processing wsi image-segmentaion image-preprocessing
Language:Jupyter Notebook 3
shervinnd / CIFAR-10-Image-Classification-with-CNN
Description: Dive into this exciting project that builds a CNN with TensorFlow/Keras to classify CIFAR-10 images into 10 vibrant classes! 📸 It features data preprocessing, model training, stunning ROC curve visualizations 📊, sample predictions, and custom image classification
batch-normalization cifar-10 cnn-model computer-vision convolutional-neural-networks deep-learning image-classification image-preprocessing keras machine-learning numpy opencv python roc-curve scikit-learn softmax-classifier tensorflow auc-analysis custom-image-prediction matplotlib-visualization
Language:Jupyter Notebook 3
yugwangyeol / DLS_P2P
[Research] Image distored assessement score (DLS&P2P)
dataset image-distortion image-preprocessing metrics
Language:Jupyter Notebook 3
abrahamkoloboe27 / Fruits-Recognition-Gradio-App
🍎 Fruits Classification App (Gradio) 🍌
convolutional-neural-networks deep-learning gradio gradio-interface gradio-python-app image-classification image-processing keras python tensorflow computer-vision image-classfication image-preprocessing machine-learning machine-learning-engineering mlops
Language:Python 2
parsasafaie / ImagePRO
Professional & Modular Image Processing Library in Python
body-pose-estimation eye-detection face-recognition hand-tracker head-pose-estimation image-preprocessing landmark-detection object-detection image-processing insightface mediapipe yolo
Language:Python 2
Zouaoui-Montassar / mrz-scanner
Angular, Ionic, Capacitor, OCR, Tesseract.js, Image-preprocessing
angular image-manipulation image-preprocessing ionic ocr
Language:TypeScript 2

image-preprocessing

idealo / imagededup

bhky / opennsfw2

mesutpiskin / computer-vision-guide

sczhou / IGNN

HasnainRaz / SemSegPipeline

Mehrab-Kalantari / Multi-Modal-House-Price-Estimation

hellloxiaotian / DudeNet

wiseaidev / Face-Recogntion-Detection

gsunit / Pectoral-Muscle-Removal-From-Mammograms

Jfortin1 / RAVEL

sibisiddharth8 / FaceFusion

vikasgola / image-filtering

klarEDA / klar-EDA

mansipatel2508 / Image-Forgery-Detection-CNN-vs-Transfer-Learning-Comparison

Purefekt / OCR-with-Tesseract

Oxid15 / Image-Smoothing-Algorithm-Based-on-Gradient-Analysis

harsha-desaraju / TeluguOCR

badalyaz / image-rating

sevdaimany / Computer_Vision_Projects

2320sharon / Streamlit_Image_Sorter

cresteem / Remige

PrinceArora-4 / smart-trolley

saccofrancesco / crosswords

bianconif / CenOTAPH

ItsNotRohit02 / Attendance-System-using-Facial-Recognition

kochlisGit / Data-Augmentation-Algorithms

shraddha-sanil / diabetic-retinopathy-detection-methodological-framework

YSHgroup / image-preprocessing-python

div-yansh / ImageArrayGenerator

HariPasapuleti / Text-Extractor

seycho / WSI_Preprocess

shervinnd / CIFAR-10-Image-Classification-with-CNN

yugwangyeol / DLS_P2P

abrahamkoloboe27 / Fruits-Recognition-Gradio-App

parsasafaie / ImagePRO

Zouaoui-Montassar / mrz-scanner