image-preprocessing

📖 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 machine-learning deep-neural-networks computer-vision deep-learning camera-calibration image-processing feature-extraction image-classification face-recognition object-detection optical-character-recognition background-subtraction stereo-vision image-preprocessing image-filtering goruntu-isleme

UpdatedMar 25, 2023
Python

sczhou /IGNN

Star313

[NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution

deep-learning super-resolution image-restoration image-preprocessing

UpdatedFeb 23, 2021
Python

HasnainRaz /SemSegPipeline

Star143

A simpler way of reading and augmenting image segmentation data into TensorFlow

python deep-learning pipeline tensorflow data-preprocessing masks semantic-segmentation data-augmentation image-augmentation augmentation image-preprocessing input-pipeline data-augmentations

UpdatedJun 15, 2020
Python

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

Star52

House price estimation from visual and textual features using both machine learning and deep learning models

sift sift-algorithm feature-engineering image-preprocessing mlp-regression advanced-machine-learning cnn-regression catboostregressor image-feature-extraction xgboost-regressor multi-channel-cnn

UpdatedOct 27, 2024
Jupyter Notebook

hellloxiaotian /DudeNet

Star48

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

deep-learning cnn python2 image-denoising image-preprocessing low-level-vision cnn-pytorch real-noise blind-denoising

UpdatedJun 29, 2022
Python

wiseaidev /Face-Recogntion-Detection

Star47

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.

python opencv machine-learning networking computer-vision image-processing multithreading feature-extraction image-classification face-recognition face-detection client-server skin-segmentation haar-cascade socket-programming skin-detection image-preprocessing skin-color haar-cascade-classifier

UpdatedJul 27, 2020
Python

gsunit /Pectoral-Muscle-Removal-From-Mammograms

Star39

Algorithm to segment pectoral muscles in breast mammograms

computer-vision breast-cancer image-preprocessing mammogram breast-cancer-classification

UpdatedMay 26, 2020
Jupyter Notebook

Jfortin1 /RAVEL

Star32

Intensity normalization of structural MRIs using RAVEL

image-processing mri brain-imaging normalization image-preprocessing structural-mri ravel smri image-normalization

UpdatedSep 7, 2023
HTML

sibisiddharth8 /FaceFusion

Sponsor

Star27

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.

python cnn generative-adversarial-network gan face-swap deeplearning soc cnn-model image-preprocessing image-enhancment python-project face-swapping dl-projects free-project deep-learning-project siddharth sibi cnn-project image-enhancer squad-of-creators

UpdatedSep 17, 2024
Python

vikasgola /image-filtering

Star24

image filtering techniques in python with examples

bilateral-filter image-preprocessing image-filtering image-enhancement high-pass-filter low-pass-filter non-local-means

UpdatedDec 14, 2020
Jupyter Notebook

klarEDA /klar-EDA

Star18

A python library for automated exploratory data analysis

image csv python-library image-processing data-visualization data-preprocessing exploratory-analysis image-preprocessing image-visualization csv-data-preprocessing klar-eda csv-data-visualization image-data-preprocessing csv-preprocessing csv-visualization

UpdatedJul 24, 2025
Python

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

Star14

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 kernel robotics image-processing data-visualization feature-extraction pickle pylab opencv-python cnn-keras binary-classification model-evaluation binary-image image-preprocessing image-handle imread image-classfication computer-vision-opencv image-data-generator

UpdatedAug 10, 2019
Jupyter Notebook

Purefekt /OCR-with-Tesseract

Star11

⛏️ 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.

python ocr jupyter-notebook tesseract-ocr noise-reduction image-preprocessing