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GitHub topics: image-augmentation-preprocessing

HistoCleanQUB/HistoClean

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

Language: Python - Size: 2.83 MB - Last synced at: 14 days ago - Pushed at: about 3 years ago - Stars: 28 - Forks: 6

aimclub/ODRS

Recomendation System

Language: Python - Size: 194 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 28 - Forks: 0

pontig/AN2DL_challenges

Challenges of the course Artificial Neural Networks and Deep Learning - Polimi MSc Computer Science

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

MAOMislive/SimplePY

SimplePY is a collection of Python scripts and utilities for file manipulation tailored for AI and ML projects. This repository aims to simplify the handling of datasets, model outputs, and other files commonly encountered in AI and machine learning workflows.

Language: Python - Size: 19.5 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AtharvaJais/Machine-Learning-Projects-ComputerVision

Exploring machine learning through diverse computer vision projects. Specializing in neural networks, CNNs, and algorithms. Projects include Human Detection, Face Recognition, and more. Experienced in data augmentation.

Language: Jupyter Notebook - Size: 19 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

KenKaneki2207/Pizza_Steak_Image_Classification

Classification model for Pizza_Steak dataset using CNN model.

Language: Jupyter Notebook - Size: 1.95 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

amedsalim/Leaf-ImageOps-Augmentation-Segmentation-Classification

Enhancing Tomato Plant Disease Detection using Advanced Image Segmentation and Deep Learning

Language: Jupyter Notebook - Size: 45.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

deepankarvarma/American-Sign-Language-MultiClass-Image-Classification-OpenCV-Keras-TensorFlow

This repository contains Python code for a project that performs American Sign Language (ASL) detection using multiclass classification. It utilizes YOLO (You Only Look Once) and MobileNetSSD_deploy for object detection, achieving an accuracy of 91%. The code offers options to predict signs from both images and videos.

Language: Python - Size: 42.5 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

andrewasheridan/kaleidoscope

kaleidoscope : Image augmentation in parallel

Language: Python - Size: 2.44 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

Allenpandas/imagecorruptions Fork of CrazyVertigo/imagecorruptions

Python Implementation of the paper : Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations.

Language: Python - Size: 4.86 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

wallacelkw/Vehicle-Classfication-using-Deep-Learning

It is a simple project where vehicle classification in malaysia for research purpose. This project will be use in deep learning apporach include efficientnet and inception

Language: Jupyter Notebook - Size: 228 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nitinh/Object-Detection-YOLO5-EfficientDet

Object Detection and Bounding Box Prediction using YOLO5 and EfficientDet , Image Augmentations and Test Time Augmentations

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

transybao1393/face-recognition-pipeline

Face recognition pipeline based on Facenet and MTCNN including image preprocessing (denoise, dehazing,...) with image augmentation techniques

Language: Python - Size: 18.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 2

aspagnuolo/Face_detection

Face Detection from scratch

Language: Jupyter Notebook - Size: 193 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sudarshansangam/Image-preprocessing-for-ML

Images should be preprocessed and prepared while preparing dataset. This repository contains a Colaboratory file which has a few codes used for image preprocessing for Machine learning.

Size: 596 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ParulParima/LabelMe-Image-Data-Augment-

This script is used to augment image data created using LabelMe-MIT.

Language: Python - Size: 52.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 4

rkshiyaniya/Rock-Paper-Scissors-Using-TensorFlow

This repository contains a notebook for Image Classification of Rock-Paper-Scissors's animated images.

Language: Jupyter Notebook - Size: 236 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

thisishardik/electrical_substation_detection

Machine Learning based feature extraction of electrical substations from satellite data. Powered by IEEE-ICETCI, RRSC-Central, NRSC, and ISRO, this project incorporates instance segmentation of substations using UNet, Albumentations for image augmentation, and OpenCV for computer vision tasks.

Language: Python - Size: 108 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 3

amine759/Face-recognition-opencv

Language: Python - Size: 662 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

chekoduadarsh/Random-Pixel-Drop

Language: Python - Size: 11.7 KB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

Kawarjeet/Image_classification_using_cnn

Language: Jupyter Notebook - Size: 476 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Abhradipta/Facial-Expression-Recognition

Facial Expression Classification Using Convolutional Neural Network And Residual Neural Networks.

Language: Jupyter Notebook - Size: 12.4 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 3

thisishardik/skin-tumor-detection

Computer aided Skin Tumor Detection for analysis and prediction of malignant skin lesions of the human body. The modelling is performed on the HAM10000 dataset and the dermatoscopic images of common pigmented skin lesions contained in the ISIC-SIIM archive.

Language: Jupyter Notebook - Size: 8.68 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

learningwithmachines/Kaggle-MNIST

Files and Notebooks for Kaggle MNIST

Language: Jupyter Notebook - Size: 189 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

SaifAlmaliki/Image-Augmentation

(ImageDataGenerator) is Keras deep learning library provides the ability to use data augmentation automatically when training a model.

Language: Jupyter Notebook - Size: 547 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
image-augmentation-preprocessing 25 deep-learning 7 image-augmentation 7 image-classification 6 python 5 machine-learning 5 image-processing 5 computer-vision 4 opencv-python 4 tensorflow2 4 convolutional-neural-networks 4 dataset 3 cnn 3 artificial-intelligence 2 image-segmentation 2 jupyter-notebook 2 face-recognition 2 opencv 2 pytorch 2 python3 2 instance-segmentation 2 keras 2 data-augmentation 2 object-detection 2 neural-network 2 dropped-pixels 1 svm-classifier 1 xception 1 xception-model 1 sliding-windows 1 non-maximum-suppression 1 hog-features 1 facedetection 1 ensemble-model 1 mnist 1 mtcnn-face-detection 1 facenet-trained-models 1 facenet 1 face-recognition-python 1 face-detection 1 denoising 1 yolo5 1 test-time-augmentation 1 efficientdet 1 bounding-boxes 1 pytorch-implementation 1 image-data-generator 1 imagedatagenerator 1 dropout 1 augmentation-libraries 1 artificial-neural-networks 1 tensorflow 1 substation-detection 1 data-science 1 rock-paper-scissors 1 preprocessing-pipeline 1 labelme-annotations 1 data-visualization 1 deep-neural-networks 1 facial-expression-recognition 1 image-augmentor 1 google-colab 1 image-annotation 1 residual-neural-network 1 resnet 1 copy-paste 1 skin-cancer 1 augmented-images 1 image-preprocessing 1 inception 1 python-image 1 python-files 1 python-filehandling 1 python-file-transfer 1 python-file-organiser 1 python-file-handling 1 python-file-browser 1 python-3 1 json-to-csv 1 json 1 image 1 annotations 1 annotation 1 convolutional-neural-network 1 yolov8 1 yolov7 1 yolov5 1 ssd 1 recommendation-system 1 faster-rcnn 1 images 1 image-analysis 1 gui-application 1 gui 1 imagescraping 1 h5 1 efficientnet 1 earlystopping 1 unseen-perturbations 1 imagecorruption 1