An open API service indexing awesome lists of open source software.

Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/trixky/fashion_cnn

An online convolutional neural network (CNN) model for classifying fashion items.

classification-model convolutional-neural-network mlp mnist mnist-fashion multilayer-perceptron tensorflow tensorflowjs

Last synced: 17 Mar 2025

https://github.com/yusufterzii/tensorflowbasics

TensorflowBasics and Some Exercises

tensorflow tensorflow-examples

Last synced: 17 Mar 2026

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 05 Jan 2026

https://github.com/trixky/digit_classifier

An online digit classifier using the multi-layer perceptrons (MLP) model.

classification-model mlp mnist mnist-dataset multilayer-perceptron tensorflow tensorflowjs

Last synced: 11 Apr 2026

https://github.com/ashly1991/mnist-cnn-keras-tf2

MNIST convolutional neural network with Keras (TensorFlow 2). Conv2D/MaxPool2D → Dense, trained with Adam; easily extendable to Fashion-MNIST/CIFAR.

adam cnn computer-vision deep-learning jupyter-notebook keras machine-learning mnist tensorflow

Last synced: 13 Apr 2026

https://github.com/nikhil97353/face-mask-detection

This project implements real-time face mask detection using YOLOv8 and deep learning to classify mask usage (with mask, without mask, incorrectly worn) from images or video streams, with performance evaluated via MAPE.

deeplearning facemask-detection imageprocessing machine-learning realtime resnet50 tensorflow ultralytics video-processing yolov8

Last synced: 02 Jan 2026

https://github.com/abdullahashfaqvirk/Text-Summarization-App

Deploy a Hugging Face Spaces app with a CI/CD pipeline using GitHub Actions, featuring Transformers and Gradio for text summarization.

codespaces github-actions gradio huggingface makefile python tensorflow text-summarization transformers workflow

Last synced: 03 Oct 2025

https://github.com/beenotung/transfer-learning-demo

A generic demo to build custom image classifier of arbitrary classes using transfer learning

image-classification nodejs python resnet tensorflow transfer-learning typescript

Last synced: 12 Apr 2026

https://github.com/maklonfr/image-classification-tensorflow

Submission Dicoding Indonesia - Image Classification using TensorFlow (Kelas Belajar Machine Learning untuk Pemula). Proyek Klasifikasi Gambar Rock, Paper and Scissors.

google-colab meachine-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/yahiazakaria445/sentiment-analysis-using-lstm

A Sentiment analysis NLP project using LSTM model

matplotlib nltk numpy pandas scikit-learn seaborn tensorflow

Last synced: 11 Apr 2026

https://github.com/nishantksingh0/twitter-sentiment-analysis

A ML/DL based Twitter sentiment analysis model based on Transformer based pretrained Encoding on sentence

kaggle-dataset matplotlib-pyplot nlp numpy pandas sklearn tensorflow transformer

Last synced: 11 Apr 2026

https://github.com/psycho-poodle/simple_rnn_imdb

This repository contains a simple web application for sentiment analysis of movie reviews using a pre-trained RNN model. The application is built with TensorFlow and Streamlit, making it easy to use and deploy.

numpy python streamlit tensorflow

Last synced: 11 Apr 2026

https://github.com/monu-yaduwanshi/climate_impact_financial_predictor

This app help to find the natural disaster losses before it happen for the businesses which affect by these disaster this AI model is well trained which help you to find you have to apply for insurance or not

android androidapp androidstudio api firebase insurance jetpack-compose kotlin-android python realtime tensorflow training-data

Last synced: 31 Mar 2025

https://github.com/harmanveer-2546/retinal-disease-classification

The number of visually impaired people worldwide is estimated to be 2.2 billion, of whom at least 1 billion have a vision impairment that could have been prevented or is yet to be addressed. Early detection and diagnosis of ocular pathologies would enable forestall of visual impairment.

3d-graph classification confusion-matrix densenet dropout keras matplotlib maxpooling2d opencv os plotly retinal-diseases retinal-images seaborn sequential-models tensorflow test-train-split visualization

Last synced: 20 Jan 2026

https://github.com/dyarleniber/hands-on-machine-learning

This repository contains code examples, exercises, and projects related to the concepts covered in the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition" by Aurélien Géron.

ai artificial-intelligence keras machine-learning matpolotlib numpy pandas scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/meddhiachaouachi/facial-recognition-system

Facial Recognition System - AI & Deep Learning Powered This repository contains the code for a cutting-edge Facial Recognition System built using AI and Deep Learning technologies. The system leverages state-of-the-art frameworks such as TensorFlow, Keras, and OpenCV for real-time facial recognition, integrated into a Django-based web application.

ai django docker face-detection face-recognition keras opencv tensorflow

Last synced: 11 Apr 2026

https://github.com/vellt/cnn_ml_mestint

Deep Learning (CNN)-based web application for recognizing and evaluating handwritten mathematical expressions.

calculator cnn handwritten-character-recognition nodejs tensorflow

Last synced: 11 May 2026

https://github.com/anjaliid/bangalore-aqi-prediction-and-forecasting-ai

Deep learning-based Air Quality Index forecasting for Bangalore using GRU neural networks. Predicts AQI for the next 7 days with 70% accuracy (R²=0.70). Built with TensorFlow/Keras.

air-quality air-quality-index data-science deep-learning environmental-data gru gru-neural-network keras machine-learning tensorflow time-series-forecasting

Last synced: 19 Apr 2026

https://github.com/18mahi/digital_cave

An intermediate-level deep learning project that compares Convolutional Neural Networks (CNN) and Multi-Layer Perceptrons (MLP) on the MNIST handwritten digits dataset. This project demonstrates data augmentation, learning rate scheduling, and visual comparison of model performance

cnn confusion-matrix data-augmentation data-science deep-learning evaluation-metrics jupyter-notebook keras learning-rate-scheduler machine-learning matplotlib mlp numpy python3 scikit-learn seaborn tensorflow

Last synced: 13 Apr 2026

https://github.com/kostadinlambov/time-series-forecasting

This project evaluates the predictive performance of a CNN-LSTM Hybrid deep learning model for Bitcoin price movement prediction.

keras-tensorflow matplotlib-pyplot mlflow numpy optuna pandas python scikit-learn seaborn statsmodels ta-lib tensorflow

Last synced: 07 Apr 2026

https://github.com/zainathar/fruitscnn

Fruits and Vegetable Classfication using CNN

ai cnn deep-learning keras machine-learning tensorflow

Last synced: 21 Feb 2026

https://github.com/atharvapathak/size_estimator_project

This project in Python aims to provide a tool for estimating the size of objects in images or videos. Using computer vision techniques, the project analyzes the input media, detects objects of interest, and provides an estimation of their size based on known reference points or objects.

cicd cnn opencv python pytorch rnn scikit-learn sql tensorflow

Last synced: 11 Apr 2026

https://github.com/norwegianseismicarray/tf-waveform-scattering

Scattering network for feature extracton to be used in downsteam TF models.

scattering-networks tensorflow

Last synced: 16 May 2025

https://github.com/lorenzorottigni/dl-lending-club

Deep Learning python bootcamp: deep learning on Lending Club dataset

deep-learning ipynb keras machine-learning numpy pandas python scikit-learn seaborn tensorflow

Last synced: 11 Apr 2026

https://github.com/neugence/acehub

AI Champions for Excellence: Fresh, informative courses and content designed to help developers, researchers, and leaders advance in the field of AI.

ai cuda cv ml mlops nlp pytorch rl rlhf tensorflow

Last synced: 05 Jan 2026

https://github.com/rosnavigator/ann-mars-terrain-segmentation

Competition in Artificial Neural Networks & Deep Learning course (2024-2025). In this assignment we received 64x128 grayscale real images from Mars terrain. Pixels in these images are categorized into five classes, each representing a particular type of terrain. This is a semantic segmentation problem, the goal is to correctly classify the pixels.

airlab challenge cnn computer-vision convolutional-neural-networks keras machine-learning mars neural neural-network polimi python segmentation semantic-segmentation tensorflow terrain

Last synced: 11 Apr 2026

https://github.com/abdouaziz/coughin

Coughin is an application that can diagnostic if person cougth the covid-19 from a cough .

asr covid-19 nlp speech-recognition tensorflow

Last synced: 02 Sep 2025

https://github.com/anujdhillxn/visualcursor

Neural Network to control cursor with eye movements

image-processing neural-networks python3 tensorflow

Last synced: 14 May 2026

https://github.com/akashsnar/bioinformatics

This project aims to predict potential future mutations in the genome sequences of coronaviruses, such as SARS-CoV-2, using deep learning models. Accurate prediction of these mutations is crucial for preparing effective public health measures, updating vaccines, and anticipating new variants.

lstm python pytorch rnn tensorflow

Last synced: 11 Apr 2026

https://github.com/ankitsharma-tech/classification-of-arrhythmia-using-ecg-data

A machine learning project to detect and classify arrhythmias from ECG signals using Python, scikit-learn, and TensorFlow. Includes data preprocessing, model training, and evaluation.

arrhythmia biomedical-signal-processing cardiology classification deep-learning ecg ecg-classification healthcare machine-learning mit-bih-dataset numpy python scikit-learn scipy signal-processing tensorflow time-series-analysis

Last synced: 07 Apr 2026

https://github.com/lee-seokmin/NewsGeneration

🤖 Artificial Intelligence Generating Football News.

deep-learning nlp python tensorflow

Last synced: 06 Oct 2025

https://github.com/lee-seokmin/TrafficLightRecognition

python tensorflow를 이용한 신호등 분류

image-recognition python tensorflow

Last synced: 06 Oct 2025

https://github.com/soroushesnaashari/anime-faces-generator-with-gan-using-tensorflow

A GAN project using "TensorFlow" creating model to generate new random Anime faces

deep-learning gan neural-network tensorflow

Last synced: 06 Oct 2025

https://github.com/gokulreddy28/signlanguageproject

AI-powered real-time sign language translator using Computer Vision and Deep Learning.

ai-project computer-vision deep-learning mediapipe ml opencv python sign-language-accessibility tensorflow

Last synced: 11 Apr 2026

https://github.com/rohan3122k/predicting-energy-consumption-using-ann-with-pca

This project leverages Artificial Neural Networks (ANNs) with Principal Component Analysis (PCA) to predict energy demand efficiently. By reducing dimensionality while retaining 95% variance, the model achieves an R² score of 0.9815 and MAE of 523.71 MW. Deployed via Streamlit & GitHub.

artificial-neural-networks electricity git keras machine-learning pca predictive-modeling python scikit-learn streamlit-webapp tensorflow

Last synced: 10 Apr 2026

https://github.com/suwadith/footy-predictor-football-match-prediction-tensorflow-fastapi-plugin

A Deep-Learning (Tensorflow) based project which can be used to predict weekly EPL match results. Uses FastAPI as the backend to feed the results to a Chrome based plugin which then modifies the SkySports website to convey the predicted outcomes.

api chrome-extension deep-learning deep-neural-networks fastapi football prediction tensorflow

Last synced: 11 Apr 2026

https://github.com/m-emre-yalcin/swe-study

Fundamental algorithms, some problems, AI, etc. Overall personal study repository.

django python tensorflow

Last synced: 09 May 2026

https://github.com/atulkp018/application_firewall_frontend

This repository is regarding a Context Aware Application Firewall that me and my team developed while participating in Smart India Hackathon-2024 . This repo talks about the frontend aspect of that same project.

chartjs css cybersecurity fastapi innovation isro javascript reactjs scapy tailwind teamwork tensorflow wincap

Last synced: 13 Apr 2026

https://github.com/aryamanpathak2022/byteformer-ml

Implementation of the research paper "Bytes Are All You Need", adapted for the CIFAR-10 dataset.

bytes cifar10 embeddings machine-learning tensorflow transformer

Last synced: 11 Feb 2026

https://github.com/dyazincahya/angular-face-api

<Angular x Face-api.js> | This is a sample code of Face-api.js in Angular, here am using Angular v17

angular example example-project face-api face-api-js face-detection face-recognition javascript nodejs sample-code tensorflow typescript

Last synced: 11 Apr 2026

https://github.com/rifaamrilsahputra/ocr-alphanumeric-cnn

Convolutional Neural Network (CNN) for Optical Character Recognition (OCR) on alphanumeric characters (0–9 and A–Z) using the Kaggle Standard OCR Dataset.

alphanumeric character-recognition cnn deep-learning keras ocr tensorflow

Last synced: 20 Apr 2026

https://github.com/parth147op/intel-image-classification

Intel Image Classification using CNN & Transfer Learning (VGG16) with Streamlit demo.

cnn computer-vision deep-learning image-classification keras streamlit tensorflow transfer-learning

Last synced: 04 May 2026

https://github.com/ashly1991/rnn-text-classification-keras-tf2

IMDB sentiment analysis with Keras RNNs (LSTM/GRU). Within-batch padding, bucketing, embeddings, and masking for efficient, accurate training.

embeddings gru imdb jupyter-notebook keras lstm masking rnn sentiment-analysis tensorflow text-classification tf-data

Last synced: 20 Apr 2026

https://github.com/dhanyasri20/age-gender-detection

A Deep Learning project for automated age and gender prediction from facial images using CNN and VGG16. Includes model notebooks, evaluation metrics, and visualizations.

age-prediction cnn deep-learning gender-prediction image-classification keras python tensorflow vgg16

Last synced: 28 Apr 2026

https://github.com/amiridk/tensorflow-keras

Tensorflow-keras notes 0-100

computer-vision deep-learning keras tensorflow

Last synced: 18 Apr 2026

https://github.com/hari9-9/captcha-solver

A Scalable CAPTCHA solving Solution using CNN's

captcha-solver deep-neural-networks scalability tensorflow tf-lite

Last synced: 15 Apr 2026

https://github.com/gutsperro/ai-gpu-playground-mac

🚀 Explore GPU capabilities on Mac with hands-on comparisons of CPU and Metal GPU performance for AI training using PyTorch and TensorFlow.

apple-silicon benchmark deep-learning education gpu hands-on llamacpp matrix-multiplication metal mlx mps pytorch tensorflow tflops tokens-per-second

Last synced: 03 May 2026

https://github.com/jibbs1703/Object-Vision-Models

This repository contains projects that use models created from deep learning frameworks in image/object classification and detection tasks. Transfer Learning is also incorporated in some projects to improve the accuracy of these models.

deep-learning image-classification keras-tensorflow machine-learning neural-networks pytorch tensorflow

Last synced: 07 Oct 2025

https://github.com/nimaabediforud/heart-disease-prediction

The project highlights the end-to-end workflow of data preprocessing, model building, evaluation, and comparison for a healthcare prediction task.

biomedical-applications biomedical-data-science biomedical-engineering classification deep-learning machine-learning neural-networks numpy pandas prediction python seaborn sklearn tensorflow

Last synced: 15 Apr 2026

https://github.com/manzolimatheus/machine-learning

Projeto de dispensa da matéria de inteligência artifical

css html js tensorflow

Last synced: 14 Feb 2026

https://github.com/pratik08/deep-learning-experiments

A repository containing code for random deep learning experiments.

deep-learning python3 tensorflow tensorflow-experiments

Last synced: 20 Jan 2026

https://github.com/amber-abuah/rnn-poem-generation

Recurrent Neural Network that can infinitely generate poetry, trained using Tensorflow.

generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow

Last synced: 20 Jan 2026

https://github.com/ilei131/gst-plugin-tensorflow

gst-plugin-tensorflow

gstreamer plugin tensorflow

Last synced: 08 Oct 2025

https://github.com/boratechlife/tensorflow-questions-datasets

A Tensorflow questions Datasets to help you practice Machine learning and Train Models

data datapreprocessing datasets machinelearning modeltrain questions tensorflow

Last synced: 23 Mar 2025

https://github.com/amiriiw/text_classification

Welcome to the Text Classification Project! This project is designed to train a model for classifying texts based on their emotional content and then using it to categorize new texts into corresponding emotional categories.

keras numpy pandas pickle scikit-learn tensorflow text-classification

Last synced: 20 Jan 2026

https://github.com/alcunha/geo_prior_tf

This is an unofficial TensorFlow implementation of Presence-Only Geographical Priors for Fine-Grained Image Classification

deep-learning geo-prior inaturalist tensorflow

Last synced: 21 Jan 2026

https://github.com/kalthommusa/finding-donors-for-charityml

Project-1 of Udacity's Introduction to Machine Learning with TensorFlow Nanodegree. "Finding Donors for CharityML" is a Supervised Learning Project with Scikit-learn that aims to build a model that accurately predicts whether an individual earns more than $50,000

charityml finding-donors machine-learning supervised-learning tensorflow

Last synced: 01 Jul 2025

https://github.com/iamphytan/tfjs-models

Personal TensorFlow.js exported models

tensorflow tensorflow-models tensorflowjs tf-model tfjs

Last synced: 15 Mar 2025

https://github.com/daniel-keogh/emerging-tech-project

A web service that uses machine learning to predict wind turbine power output from wind speed values defined in a given data set

docker flask flask-application jupyter-notebook keras machine-learning machinelearning python python3 regression regression-models tensorflow

Last synced: 11 Apr 2026

https://github.com/yeshalkhan/image-captioning-model

This repository contains code for an image caption generation model built using Tensorflow and trained on flickr_8k_dataset.

cnn computer-vision image-caption-generator keras lstm rnn sacrebleu-evaluation tensorflow

Last synced: 18 Apr 2026

https://github.com/ayushmankumar7/neural-style-transfer

Believe me, Something Magical is going to appear. O_O

keras-tensorflow neural-networks python3 tensorflow

Last synced: 18 Jan 2026

https://github.com/hitthecodelabs/weatherforecast-lstm

TensorFlow and Python for analyzing and forecasting weather data

cnn keras lstm matplotlib numpy pandas python tensorflow weather weather-forecast

Last synced: 11 Apr 2026

https://github.com/electroniccats/ottocat

Otto Cat DIY is the robot that you can make, build, program and design while learning the technology skills of the future STEAM and MachineLearning.

arduino machine-learning otto otto-diy teachable-machine tensorflow

Last synced: 06 May 2026

https://github.com/mkdirer/disaster-tweet-nlp-adaboost-transformers

A machine learning project that classifies tweets as disaster-related or non-disaster-related using transformers and the AdaBoost technique. Achieved an accuracy of approximately 80% on the validation set

geopy keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/lusu007/bird-image-classifier

Jupyter notebook in which a Keras model for classifying birds is being built

bird classification deep-neural-networks image-classification kaggle keras tensorflow

Last synced: 18 Jan 2026

https://github.com/puthranroshan/cotton-leaf-disease-detection-

Cotton leaf disease detection using transfer learning involves utilizing pre-trained deep learning models to identify and classify diseases affecting cotton plants. Transfer learning leverages knowledge gained from large-scale datasets, often from similar domains, to improve performance on a smaller, domain-specific dataset like cotton leaf images.

ai keras machine-learning python3 tensorflow transfer-learning

Last synced: 09 Oct 2025

https://github.com/ishrak26/cse-472-machine-learning-sessional-project

This repository contains the implementation of a project focused on segmenting the hippocampus from MRI images to predict AD dementia. By leveraging advanced segmentation techniques and improving existing architectures, this project aims to enhance the accuracy of hippocampus segmentation, an important step in understanding AD progression.

deep-learning image-segmentation machine-learning tensorflow u-net

Last synced: 14 Apr 2026

https://github.com/akhundmuzzammil/superresolutionsatellite

SuperResolutionSatellite is a deep learning project that enhances the resolution of satellite imagery using a Super Resolution Convolutional Neural Network (SRCNN).

computer-vision deep-learning image-enhancement keras python satellite-imagery srcnn streamlit super-resolution tensorflow

Last synced: 14 Apr 2026

https://github.com/dhirajmerit/diabetes-prediction-models

This project implements multiple machine learning algorithms to predict diabetes diagnoses based on medical diagnostic data. The project compares the performance of various models, providing insights into which algorithms are most effective for this task.

ai machine-learning numpy pandas tensorflow

Last synced: 11 Apr 2026

https://github.com/theashishmavii/intelligent-crash-detection-and-emergency-notification

Intelligent Crash Detection: A deep learning-based system that detects vehicle accidents in real-time and sends emergency alerts with GPS location.

artificial-intelligence computer-vision deep-learning geolocation geopy keras machine-learning matplotlib numpy opencv pandas python tensorflow twilio vgg16

Last synced: 11 Apr 2026

https://github.com/singhvishal003/image-classification

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

keras keras-models tensorflow tensorflowmodel

Last synced: 10 Apr 2026

https://github.com/gewoonrik/pullreqs-dnn

Experiments with DNNs and pullreqs

deep-learning keras neural-network pull-requests tensorflow

Last synced: 19 Jan 2026

https://github.com/jatonline/uk-energy

Using published statistics for each of the nearly 34,000 Lower Super Output Areas (LSOAs) in England, I have estimated the annual gas and electricity use of the average domestic property by building type (detached, semi-deteched, terraced, flat, bungalow).

energy heating keras machinelearning sklearn tensorflow

Last synced: 29 Jan 2026

https://github.com/hoom4n/bachnet

A Generative-AI system for Bach-Style music composition using multi-layer LSTM neural networks. Features production-ready deployment (easy inference, modular design, Docker), advanced training recipes for stability and quality, and an efficient streaming data pipeline.

autoregressive-models deep-learning docker generative-ai keras lstm-neural-networks machine-learning music-generation python tensorflow

Last synced: 08 May 2026

https://github.com/ioexception8/medicwise

Medicwise is a doctor consultation website that facilitates chat, video calls, and gesture-based video calls for handicapped-people. It provides easy authentication using auth0 & seamless payment using Stripe.

auth0 azure azureappservices firebase healthcare nodejs reactjs stripe-payments tensorflow

Last synced: 11 Apr 2026

https://github.com/karanjangid8656/neuro-forge

NeuroForge is a powerful, intuitive, and modern drag-and-drop platform to design, train, and export neural networks—all in your browser.

css framer-motion javascript nextjs reactjs shadcn tailwind tensorflow typescript

Last synced: 11 Apr 2026

https://github.com/lucianoscarpaci/vgg16-item-classification

This project accurately classifies waste items using transfer learning and fine-tuning techniques. The project utilizes the waste item dataset for training and evaluation.

classification convolutional-neural-networks data-preprocessing dataset deep-learning fine-tuning image-classification keras model-evaluation model-training performance-metrics tensorflow transfer-learning

Last synced: 08 May 2026

https://github.com/sohitbennett/roadsafe

A Deep learning computer vision system for real-time traffic safety monitoring.

computer-vision esrgan keras numpy pandas python scikit-learn tensorflow tesseract-ocr yolov5 yolov8

Last synced: 08 Apr 2026