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GitHub topics: image-data-generator

SayamAlt/Beauty-Classification

Successfully established a deep learning model which can accurately predict whether a woman's face is beautiful or average.

Language: Jupyter Notebook - Size: 90.8 KB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

SayamAlt/Children-Adult-Classification

Successfully established a deep learning model which can precisely classify a human being as a child or an adult.

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ChaitanyaC22/Multi-Input-Multi-Output-MNIST-Image-Digit-and-Summed-Output-Classification

The goal of this project is to build a neural network that takes an MNIST handwritten digit (0-9) image and a random number (digit 0-9) as inputs and returns the predicted class label (0-9) for the input image and its addition (sum) with the input random number as summed output (range 0-18) label as outputs.

Language: Jupyter Notebook - Size: 11 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

SoheilKhatibi/Webots-Image-Dataset-Collector

Webots Image Dataset Collection For Computer Vision And Deep Learning

Language: C++ - Size: 39.1 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

nuhmanpk/Webtrench

A powerful and easy-to-use web scrapper for collecting data from the web. Supports scraping of images, text, videos, meta data, and more. Ideal for machine learning and deep learning engineers. Download and extract data with just one line of code

Language: Python - Size: 51.8 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 6

zabir-nabil/pikwizard-image-downloader

An image downloader for https://pikwizard.com using Selenium. Copyright-free image downloader.

Language: Python - Size: 16.9 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 0

Aalaa4444/Garbage_Classification

CNN model to classify garbage

Language: Jupyter Notebook - Size: 454 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nisrinaishmh/Artificial-Neural-Network-Program-to-Recognize-Hand-Shapes-that-Form-Scissors-Rock-or-Paper

Train a computer to play Rock-Paper-Scissors by teaching it to recognize hand gestures using images! (Great for machine learning beginners) 😎

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GvHemanth/Gesture-Control---Conv3D-RNN-LSTM

Transform TV control with Gesture Recognition! Enable intuitive interaction with smart TVs using gestures built using Conv3D, CNN & RNN

Language: Jupyter Notebook - Size: 19 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GvHemanth/Chest-X-Ray-Effusion-Detection-using-CNN-ResNet

In this X-ray classification assignment, we built a deep learning model to classify chest X-ray images into "nofinding" and "effusion" classes. We tackled challenges like data augmentation, imbalanced classes, and used weighted cross-entropy to improve model performance. The goal was to identify abnormalities with high accuracy.

Language: Jupyter Notebook - Size: 147 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

the-pinbo/image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

Language: Jupyter Notebook - Size: 76.9 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 6.73 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 2

Stephy-Cheung/CNN_exercise-Malaria_Dataset-500image

A practice on improving CNN model accuracy by Image Data Generator or transfer learning when train model with a small dataset for binary classification.

Language: Jupyter Notebook - Size: 539 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

Arshpreet-Singh-1/ai-machine-learning-for-coders

Language: Jupyter Notebook - Size: 35.2 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

shsarv/Image-Augmentation

Image Data Augmentation with Keras and Image data generator with keras model.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: over 2 years ago - Pushed at: over 4 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: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
image-data-generator 16 computer-vision 4 deep-learning 4 keras 4 image-processing 4 tensorflow 3 image-augmentation 3 cnn-classification 3 convolutional-neural-networks 3 robotics 2 feature-extraction 2 dataset 2 model-evaluation 2 image 2 transfer-learning 2 data-visualization 2 bsd500 1 autoencoder 1 tensoflow 1 sklearn 1 skimage 1 denoising 1 image-augmentation-preprocessing 1 resnet-18 1 matplotlib 1 data-augmentation 1 cross-entropy-loss 1 cnn 1 lstm 1 svm-classifier 1 gesture-recognition 1 conv3d 1 cnn-rnn 1 categorical-cross-entropy 1 xception-model 1 ann 1 sequential-models 1 artificial-neural-networks 1 keras-tensorflow 1 image-data-repository 1 dropout 1 vgg16 1 pylab 1 pickle 1 opencv-python 1 kernel 1 imread 1 image-preprocessing 1 image-handle 1 image-classfication 1 computer-vision-opencv 1 cnn-keras 1 binary-image 1 binary-classification 1 ai 1 unet 1 rednet 1 noise2noise 1 image-restoration 1 gaussian-noise 1 denoising-autoencoders 1 svm 1 dataset-generation 1 data-science 1 data-collection 1 data 1 audio-datasets 1 webots-simulations 1 webots-robot-simulator 1 webots 1 robot-learning 1 image-data-colleciton-system 1 dataset-collector 1 dataset-collection 1 python3 1 multi-outputs 1 multi-inputs 1 model-building 1 mnist-classification 1 functional-api 1 exploratory-data-analysis 1 deep-neural-networks 1 opencv 1 image-recognition 1 image-classification 1 pretrained-models 1 precision-recall 1 mobilenet-v3 1 mobilenet-model 1 mobilenet 1 genetic-algorithm-from-scratch 1 genetic-algorithm 1 feature-selection 1 confusion-matrix 1 cnn-model 1 classification-report 1 royalty-free-image 1 pikwizard 1 image-search 1 image-scrapper 1