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/ericshantos/br_fake_news_detector

Neural network model for detecting fake news in Portuguese

deep-learning detector fake-news jupyter-notebook python3 tensorflow

Last synced: 27 Feb 2025

https://github.com/yehiasharawy/image-classification-of-rock-paper-scissors-using-convolutional-neural-network

CNN model to classify hand gesture images of rock, paper, and scissors with the help of Tensorflow and Keras packages.

cnn-classification keras python rock-paper-scissors tensorflow

Last synced: 12 Apr 2026

https://github.com/shib-sankar-das/plant-disease-detection-system

🌟 Proudly built during my AI internship with Edunet Foundation, AICTE, and TechSaksham (Microsoft & SAP)! 🚀 This project leverages deep learning & computer vision to detect plant diseases, empowering farmers with early diagnosis for healthier crops and improved yield. 🌱✨

ai cnn-keras computer-vision deep-learning jupyter-notebook machine-learning python streamlit tensorflow

Last synced: 12 Apr 2026

https://github.com/fimbres/emotion-recognition

This is an AI project developed in Python to recognize emotions in people.

ai kaggle-dataset keras numpy opencv python tensorflow

Last synced: 12 Apr 2026

https://github.com/rjohnpaul/echonews

News Search Engine using more than 50+ RSS Feeds and MiniLM-L12-v2

jupyter-notebook nextjs rss-aggregator rss-feed shadcn-ui tailwindcss tensorflow

Last synced: 12 Apr 2026

https://github.com/piorosen/implement-mnist

Keras H5 to deploy on "Pure C++"

cpp docker h5 keras mnist tensorflow

Last synced: 12 Apr 2026

https://github.com/yuhexiong/cat-and-dog-classification-cnn-resnet50-python

Cats and dogs images classifier using Python CNN ResNet50.

cnn data-augmentation python resnet-50 tensorflow

Last synced: 30 Apr 2026

https://github.com/aishwaryagm1999/insurance-workflow-management

This project is an Insurance Workflow Management System designed to streamline policy management, claims processing, and fraud detection. It includes user account management, customer feedback analysis via NLP, alert notifications through SMS, and a fraud detection model, providing a secure, efficient solution for insurance operations.

css fraud-detection html json labelimg machine-learning natural-language-processing nlp opencv python qr-code-generator random-forest-classifier scikit-learn sms-notification tensorflow textblob twilio user-interface

Last synced: 26 Dec 2025

https://github.com/Sadegh-Khedry/Pneumonia-Detection-Using-CNN

Classifying chest X-ray images into two categories: Pneumonia or Normal using a Convolutional Neural Network (CNN).

cnn convolutional-neural-networks cv2 deep-learning harris-corners joblib jupyter-notebook keras kmeans-clustering matplotlib numpy orb pandas python seaborn shutil sifit tensorflow

Last synced: 12 Apr 2026

https://github.com/yunusemrejr/style_transfer_webcam_tf

A Python-based GUI application that uses TensorFlow Hub to apply real-time artistic style transfer to webcam video feeds, allowing users to load custom style images and view the transformed output instantly.

ai image-processing ml python style-transfer tensorflow video-processing

Last synced: 03 May 2026

https://github.com/otuemre/housepricingml

A machine learning project predicting house prices using regression models. Covers data preprocessing, feature engineering, and model comparison to achieve accurate results. Developed for a Kaggle competition, focusing on effective ML workflows and model interpretability.

eda encoding evaluation-metrics kaggle-competition lightgbm-regressor machine-learning matplotlib-pyplot neural-networks numpy pandas preprocessing python ridge-regression scikit-learn seaborn tensorflow xgboost-regression

Last synced: 13 Apr 2026

https://github.com/seminarioa/bitbrain

Brain Cancer Detector with Tensor Flow in Python

data-science python tensorflow

Last synced: 03 Jan 2026

https://github.com/vishnu-vamshii/fraud-detection-using-machine-learning

Developed a machine learning pipeline to detect fraudulent credit card transactions, handling imbalanced data with SMOTE and scaling. Trained models like Logistic Regression and Random Forest. Conducted EDA to identify fraud patterns.

pandas python scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/akhilkailas017/floor-mat-detector-android-app-tflite-yolov5

This Aplication is used to scan and find out the type of mat. Floor Mat Detector Android App TFLite Yolov5

android android-studio java tensorflow tflite yolo yolov5

Last synced: 03 May 2026

https://github.com/bishopce16/neural_network_charity_analysis

An analysis in Neural Networks and Deep Learning Models to preprocess a dataset and create a predictive binary classifier for successful charitable donations, using TensorFlow and Pandas libraries in Python.

deep-learning google-colab machine-learning neural-network pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/jaweria-b/digit-recognition-app

🎨✏️ An interactive web application built with Streamlit and TensorFlow, allowing users to draw digits and receive real-time predictions using a pre-trained neural network model.

python streamlit tensorflow

Last synced: 14 Apr 2026

https://github.com/mohammadhashim135/garbage-classifier

Garbage Classifier is a smart web application built with Streamlit, allowing users to classify waste in real time using a trained Keras deep learning model. Whether it's biodegradable or non-biodegradable, this app helps promote sustainable waste segregation with the power of machine learning and computer vision.

classifier garbage-collection good-first-issue keras machine-learning python streamlit tensorflow waste-management website

Last synced: 12 Apr 2026

https://github.com/raghavendra317/brain-tumor-detection

A deep learning-based project for classifying brain MRI images into Glioma, Meningioma, No Tumor, and Pituitary Tumor using Convolutional Neural Networks (CNNs). This project aims to assist in early tumor detection, improving diagnostic accuracy and healthcare outcomes.

cnn-classification keras numpy opencv scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/shhiivvaam/traffic_prediction

This project explores the application of advanced neural network architectures, including Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU), to forecast traffic volume. 👍👍✅

conv1d conv2d keras lstm matplotlib numpy pandas seaborn sklearn statsmodels tensorflow

Last synced: 12 Apr 2026

https://github.com/antonio-f/linear-regression-with-tensorflow-1

Linear Regression with TensorFlow 1

linear-regression tensorflow

Last synced: 05 May 2026

https://github.com/n3011/rexai

Play google chrome dyno T-rex game using tefla AI

artificial-intelligence reinforcement-learning tefla tensorflow trex-game

Last synced: 04 May 2026

https://github.com/eusha425/twitter-sentiment-classifier

A deep learning project that analyzes tweet sentiments using Bidirectional LSTM and CNN-LSTM hybrid architectures. Implements complete NLP pipeline from text preprocessing to model evaluation, achieving effective classification of positive, negative, and neutral sentiments.

deep-learning keras machine-learning neural-network nlp python sentiment-analysis tensorflow

Last synced: 12 Apr 2026

https://github.com/ralolooafanxyaiml/neural-evolution-engine

A modular AI evolution simulation engine built with Python and TensorFlow. Uses Deep Learning to predict organism adaptations against environmental threats.

artificial-intelligence deep-learning evolution-simulation keras machine-learning neural-networks numpy oop pandas python scikit-learn simulation tensorflow

Last synced: 07 Jan 2026

https://github.com/rcghpge/tensorflow

custom setup of Tensorflow and Keras for my Dell Precision 5510 workstation

dell-5510 dell-precision dell-workstation keras python python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/koolamusic/musicimages

Some Baby Steps for the Music in Images Project

ai music psychology-experiments python tensorflow tensorflow-experiments

Last synced: 11 Apr 2026

https://github.com/himudigonda/digits-recognition

This project uses ML and keras modules to recognise digits from the given dataset.

deep-learning deep-neural-networks digit-recognizer jupyter-notebook keras tensorflow

Last synced: 08 May 2025

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/mathclout/asl_vision

Projet Cégep de détection par intelligence artificielle de l'alphabet du langage des signes.

asl-alphabet-translator opencv opencv-python python python3 tensorflow

Last synced: 03 Oct 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/anupreet02/deep-learning-challenge

The objective of this analysis is to develop a deep learning model capable of predicting whether a charity funded by Alphabet Soup is likely to be successful. The model is built using the charity dataset, which contains various features related to each charity, and is used to classify charities as successful or not based on these features.

numpy pandas sckit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/pksvv/deep_learning_gan_face_generation

Deep Learning GAN - Generating Faces using Generative Adversarial Network

deep-learning generative-adversarial-network python tensorflow

Last synced: 08 May 2026

https://github.com/leonardobora/misoginy-analysis-ml

APS 2 MACHINE LEARNING - 7P ENGENHARIA DE SOFTWARE UNIBRASIL

cnn machinelearning tensorflow

Last synced: 11 Mar 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/francislauriano/chatsoftex

Plataforma desenvolvida em Python que visa automatizar e agilizar o processo de avaliação de projetos de inovação tecnológica, utilizando inteligência artificial e critérios padronizados com base na Lei do Bem.

cryptography fernet firebase flask flask-jwt-extended hugging-face-transformers numpy openai pdfplumber postgresql pyjwt pymupdf-fitz pypdf2 python pytorch scikit-learn scipy spacy sqlalchemy tensorflow

Last synced: 03 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/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/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/vivaansinghvi07/visenet

My introduction to TensorFlow by building a video segmentation network.

neural-network 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/williamfridh/umu_5tf078_paper_keyboard_tracker

Project exploring how a CNN alongside computer vision can be used to detect drawn keys and track finger input,.

cnn-classification computer-vision keras-tensorflow numpy python tensorflow

Last synced: 07 Jan 2026

https://github.com/pkjjoshi/machine-learning-framework-for-the-detection-of-mental-stress-main

A real-time Face Emotion Recognition (FER) system that uses a deep Convolutional Neural Network (CNN) model to detect mental stress levels during online learning environments. The system captures emotional cues from facial expressions to determine stress, enhancing digital mental health monitoring.

cnn computer-vision deep-learning emotion-detection facial-recognition flask keras machine-learning mental-health python real-time stress-detection student-project tensorflow webcam

Last synced: 04 Jul 2025

https://github.com/engageintellect/text-to-speech

A text-to-speech engine using microsoft/speecht5_tts and OpenAI.

huggingface openai pyaudio python pytorch tensorflow

Last synced: 13 Apr 2026

https://github.com/sakhileln/multimodal-chatbot-with-memory

A lightweight, CLI-based conversational agent that processes text and image inputs, remembers past interactions.

chatbot machine-learning nlp numpy opencv spacy tensorflow

Last synced: 11 Apr 2026

https://github.com/nouhabenhamada/images-search-engine

An advanced image search engine built with React.js and Express.js. Features both keyword-based and visual search capabilities using VGG16 CNN model. Image descriptors from Flickr 1M dataset are efficiently indexed in Elasticsearch for fast retrieval.

client-server elasticsearch expressjs flickr-photos reactjs tensorflow vgg16

Last synced: 11 Apr 2026

https://github.com/nhatthaiquang-agilityio/deep-learning-multi-label-image

Build Multi Label Image Classification Model

deep-learning keras tensorflow

Last synced: 09 Apr 2025

https://github.com/keshabkjha/imsage

Imsage is a Streamlit app for image classification using MobileNetV2 (ImageNet) and a custom CIFAR-10 model. Users can upload images and get real-time predictions with confidence scores, with options to switch between models and download results in CSV format. It showcases the use of deep learning in a user-friendly interface.

image-classification streamlit streamlit-webapp tensorflow

Last synced: 13 Apr 2026

https://github.com/soroushesnaashari/rice-images-classification-with-cnn-using-tensorflow

A Convolutional Neural Network (CNN) project using "TensorFlow" framework to classify Rice images into five types

cnn keras tensorflow

Last synced: 13 Apr 2026

https://github.com/amnydv17/landmark-detection

This project aims to leverage the power of deep learning models to automatically detect and pinpoint landmarks such as famous monuments, buildings, natural landmarks, and other recognizable structures within images.

machine-learning matplotlib numpy pandas python3 scikit-learn seaborn tensorflow

Last synced: 11 Apr 2026

https://github.com/arnoldchrisoduor1/machines

Testing the limits of machines

pytorch scikit-learn tensorflow

Last synced: 11 Apr 2026

https://kkrismer.github.io/seqgra/

seqgra: Synthetic rule-based biological sequence data generation for architecture evaluation and search

deep-learning interpretable-machine-learning neural-networks pytorch tensorflow

Last synced: 10 May 2025

https://github.com/aciluca/credit-approval-system

A machine learning application to predict credit card approval using Python, TensorFlow, and Docker.

data-science keras machine-learning numpy pandas python sklearn tensorflow

Last synced: 11 Apr 2026

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/abdelrahman-amen/denoising_autoencoder

This project integrates Autoencoders, PCA, and CNNs for efficient image processing, combining dimensionality reduction, denoising, and enhanced feature extraction for image analysis and compression.

autoencoder cnn decoder denoising encoder keras pca python tensorflow visualization

Last synced: 13 Apr 2026

https://github.com/eesunmoon/aml_project

[Project] Analyzing Fitness Patterns & Building Predictive Models

matplotlib numpy pandas python3 recommender-system scikit-learn seaborn tensorflow

Last synced: 13 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/prajakta1321/tensorflow-and-keras-playground

In this repository, you’ll find foundational implementations of TensorFlow and Keras concepts developed on Google Colab. It demonstrates how to work with tensors, build and train neural networks, and evaluate models, providing a solid starting point for exploring advanced deep learning techniques.

colab-notebook keras keras-tensorflow python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/srowen/autoenc-neurons

Simple example of Keras, TensorFlow and autoencoders applied to text

autoencoder gpu gutenberg jane-austen keras neurons tensorflow

Last synced: 10 Oct 2025

https://github.com/Priyanshishuklaa/GestureX

GestureX is a real-time Indian Sign Language (ISL) translator that converts hand gestures into text and speech. It helps bridge the communication gap between the deaf community and the hearing world using computer vision and machine learning.

computer-vision deep-learning flask gesture-recognition gtts indian-sign-language indian-sign-language-translator isl machine-learning opencv python real-time-translation-accessibility sign-language-translator speech-synthesis tensorflow

Last synced: 30 Dec 2025

https://github.com/nikhilranjan7/tensorflow-practice

Fundamentals of Machine Learning

machine-learning-algorithms tensorflow

Last synced: 11 May 2026

https://github.com/lovesaroha/trained-models

List of trained tensorflow javascript models for web applications.

javascript tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/dr2okevin/tf-driveway

My first steps in TensorFlow

keras tensorflow

Last synced: 11 Apr 2026

https://github.com/shibasishb2/computer-vision

Build a robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize human involvement

convolutional-neural-networks image-processing keras tensorflow transfer-learning

Last synced: 20 Jan 2026

https://github.com/himanshkr03/mnist-handwritten-digit-classification

This repository contains a Python implementation of a handwritten digit classification model using a Convolutional Neural Network (CNN) trained on the MNIST dataset. The model achieves high accuracy and can be used for various applications.

cnn-classification deep-learning image-classification keras machine-learning mnist-handwriting-recognition python tensorflow

Last synced: 11 Apr 2026

https://github.com/danibcorr/papers-with-code

📃 This repository contains implementations of various scientific papers related to deep learning and machine learning. Most of the projects are developed using Keras and TensorFlow frameworks.

deep-learning keras open-source papers papers-collection papers-with-code python tensorflow

Last synced: 15 Mar 2025

https://github.com/duongnguyen-dev/emotiai

A machine learning platform for Emotion classification problem

docker helm k8s nlp python sklearn tensorflow

Last synced: 05 Jul 2025

https://github.com/2100031988/hand_gesture_using_deeplearning

This project focuses on Hand Gesture Identification using AI and machine learning to recognize various hand gestures in real-time. It leverages computer vision and neural networks for applications in human-computer interaction, AR/VR, and touchless interfaces.

computer-vision deep-learning machine-learning opencv tensorflow

Last synced: 13 Jun 2025

https://github.com/spapadiamantis/irony_detection_thesis

This repo contains my Bachelor's Thesis at the Departement of Informatics of the Universiy of Athens

data-science irony-detection python tensorflow

Last synced: 10 May 2026

https://github.com/ningia92/thesis

Computer science thesis at University of Bari (2023) - Generative deep learning models for cybersecurity

python tensorflow

Last synced: 13 Apr 2026

https://github.com/bunu23/image-classification

This repository contains a notebook implementing a Convolutional Neural Network for multi-class image classification using transfer learning with a pre-trained ResNet-50 model. Covers dataset handling, model architecture customization, training, evaluation, fine-tuning, and external image prediction.

keras matplotlib numpy pil python tensorflow

Last synced: 11 Apr 2026

https://github.com/hypersolution1/libtf

This library performs non-blocking inference on tensorflow frozen model. Based on the Tensorflow C API.

nodejs npm-package tensorflow

Last synced: 02 May 2026

https://github.com/lakshya-gg/machine-learning

This repo provides solutions and accompanying notes for the Machine Learning Specialization offered by Stanford University and Deeplearning.ai on Coursera, taught by Professor Andrew Ng, as of the year 2023.

anomaly-detection collaborative-filtering linear-regression logistic-regression neural-networks recommender-system regularization reinforcement-learning tensorflow

Last synced: 07 May 2026