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/kjunichi/classify_imagegui

GUI for clasify_image.py(tensorflow)

electron image-classification linux macos tensorflow windows

Last synced: 15 Apr 2026

https://github.com/aryan02420/digit-recognizer

MNIST handwritten digit classification, built with python/tensorflow, runs in browser

mnist mnist-handwriting-recognition tensorflow

Last synced: 05 May 2026

https://github.com/samchenyu/pokemonneuralnetwork

Legendary and Type Classification Neural Networks

binary-classification neural-network pokemon tensorflow

Last synced: 10 Nov 2025

https://github.com/theharshithr/melanoma_skin-cancer_detection-using-cnn

Melanoma is a type of cancer that can be deadly if not detected early.It accounts for 75% of skin cancer deaths.

cnn deep-learning machine-learning tensorflow

Last synced: 20 Apr 2026

https://github.com/kowshik24/predictstock

🚀 StockSage: Predicting Tomorrow's Stocks, Today! 🌌 Dive deep into the future of stock prices with StockSage! Powered by LSTM networks, this repository is a treasure trove for those looking to explore the intricacies of stock price predictions. 📈✨ 🔗 Live App: https://stocksage.streamlit.app/

data-science data-visualization deep-neural-networks lstm stock-market streamlit tensorflow

Last synced: 18 Mar 2026

https://github.com/baselakasha/ai-simulated-battlefield

Web-based simulation to compare different agents control strategies

intelligent-agents javascript phaser reinforcement-learning simulation tensorflow

Last synced: 09 Apr 2026

https://github.com/marcusngooi/nurse-patient-tracker-be

The graphql API for a web app for nurses to access information entered by patients, send/receive messages, and leverage AI to diagnose medical conditions

expressjs graphql mongodb nodejs tensorflow

Last synced: 09 Apr 2026

https://github.com/faisal-fida/healthlink

AI powered, telemedicine platform crafted by COMSATS University Engineers, @faisal-fida (Django), @atiqbytes (Angular) & @Muahmmadadilkhan-46 (DevOps)

angular celery-redis cnn django-rest-framework langchain large-language-models tensorflow

Last synced: 25 Apr 2025

https://github.com/dimits-ts/text_analytics

Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting

baseline-model bert cnn fasttext-embeddings language-modeling llm mlp-classifier pos-tagging prompting pytorch rnn sentiment-analysis sklearn spell-correction tensorflow text-generation transformers transformers-library

Last synced: 09 Apr 2026

https://github.com/kr1shnasomani/ToneSense

Speech emotion recognition from audio clips using CNN

cnn-classification computer-vision keras lstm tensorflow

Last synced: 16 Aug 2025

https://github.com/cloxnu/big_object_recognition

基于 Tensorflow 迁移学习的物体识别,不断优化中。。。

recognition tensorflow

Last synced: 19 May 2026

https://github.com/tentaclepurple/42_leaffliction

👁️ Computer Vision model made with Convolutional Neural Network for leaf disease identification

computer-vision convolutional-neural-networks deep-learning matplotlib opencv plantcv python streamlit tensorflow

Last synced: 09 Apr 2026

https://github.com/Solrikk/PicTrace-Web

PicTraceV2 is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and Selenium for browser automation. PicTraceV2 allows users to upload images directly or provide URLs, quickly scanning a vast database to find image

automation computer-vision data-analysis data-extraction deep-learning image-processing image-search machine-learning natural-language-processing opencv openpyxl pandas python selenium tensorflow web-scraping yandex yandex-api

Last synced: 15 Aug 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: 15 Aug 2025

https://github.com/anuraganalog/object-detection

Starting with object detection

api coco detection object tensorflow

Last synced: 26 Apr 2026

https://github.com/abhigyan126/plant-doctor

An AI model trained on Plant village dataset implemented as an android application

android-application apk classification crop desease-detection plant tensorflow tensorflow-lite

Last synced: 09 Apr 2026

https://github.com/romerorodriguezd/traffic-lights-classification-cnn

Coding and testing a convolutional neural network for classifying traffic lights, with Keras and Tensorflow, using LISA dataset.

ai cnn-classification keras neural-networks pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/shoaib1522/credit-card-fraud-analysis

"A comprehensive project on Credit Card Fraud Detection combining Exploratory Data Analysis, Machine Learning, and an interactive Streamlit web app for real-world applicability."

eda epochs mlp-classifier neural-network numpy pandas-python perceptron-learning-algorithm python regression sckiit-learn seaborn streamlit streamlit-webapp tensorflow

Last synced: 09 Apr 2026

https://github.com/aravinda-1402/face-mask-detection

Real-time facemask detection using Deep Learning and OpenCV

cnn haarcascade-frontalface keras mask-detection opencv tensorflow

Last synced: 09 Apr 2026

https://github.com/lummy-a/dnns_startbucksstockpriceprediction

Building Deep Neural Networks to Predict the Daily Open Stock Price of Starbucks Using historical data

deep-neural-networks keras-tensorflow matplotlib pandas python3 seaborn starbucks stock-price-prediction tensorflow

Last synced: 08 Apr 2026

https://github.com/ArtZaragozaGitHub/NN--P4_Predicting_Customers_Likely_to_Abandon_Bank_Services

Analyze the customer data, build a neural network to help the operations team identify the customers that are more likely to churn, and provide recommendations on how to retain such customers

eda keras-classification-models matplotlib-library nn numpy-library pandas-library regularization-methods seaborn-library tensorflow

Last synced: 03 Feb 2026

https://github.com/khaledassassins/cv--plants_seedling_classification

A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.

cnn-for-visual-recognition confusion-matrix cv2-library imagedatagenerator label-binarizer learning-rate matplotlib numpy-library pandas-library seaborn tensorflow tensorflow-keras train-test-validation vgg16-model

Last synced: 12 Aug 2025

https://github.com/sk-g/mnist_beginners

Model search in traditional machine learning algorithms (non DL) and DL starter codes on MNIST dataset. This is a good starter code for beginners trying to learn about curse of dimensionality, overfitting and other concepts in general

keras machine-learning machine-learning-algorithms mnist mnist-beginners mnist-classification mnist-dataset numpy overfitting python pytorch pytorch-implmention resnet resnet-50 scikit-learn scikitlearn-machine-learning sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/ibrar-syed/complete_deep-learning-nvidia_gpu-setup-linux

Full setup for a deep learning environment on Ubuntu Linux with CUDA, cuDNN, TensorRT, and TensorFlow GPU. Includes scripts, test code, and environment configuration

ai bash conda cuda cudnn deep-learning environment-setup gcc gpu jupyter linux machine-learning nvidia-cuda nvidia-gpu pytorch setup-script tensorflow tensorrt

Last synced: 09 Apr 2026

https://github.com/arsath-eng/face_classification

a deep learning project that uses ResNet and Inception architectures to classify real vs AI-generated face images. The project includes two models trained on a custom dataset, achieving validation accuracies of 52.45% (ResNet) and 52.94% (Inception). Built with TensorFlow and Flask, and a web interface for real time face classification

ai-detection computer-vision deep-learning face-detection flask image-classification machine-learning tensorflow

Last synced: 01 May 2026

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 09 Apr 2026

https://github.com/filnow/forest-cover

training, evaluation and api for forest-cover dataset

forest-cover-type-prediction kaggle keras keras-tuner rest-api sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/prithvi45/deep-learning-with-tensorflow

Implementation of CNNs, RNNs, GANs etc using Tensorflow

python tensorflow

Last synced: 13 Apr 2026

https://github.com/jayfunc/Doc2Vec-Server

A Python server to be invoked doc2vec method, which uses TensorFlow and BERT model.

bert doc2vec python tensorflow

Last synced: 03 Oct 2025

https://github.com/ichowdhury01/movie-review-sentiment-analyzer

An app that trains a Recurrent Neural Network to perform sentiment analysis on movie reviews. Accepts user-inputted reviews.

keras machine-learning natural-language-processing neural-network sentiment-analysis tensorflow

Last synced: 13 Apr 2026

https://github.com/mazleon/malaria_cell_classification_deep_learning

This repository for classifiying malria cells using various deep leaning framework like Pytorch and TensorFlow.

deep-learning keras machine-learning pytorch tensorflow

Last synced: 09 Apr 2026

https://github.com/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow

Last synced: 09 Apr 2026

https://github.com/shlok-nahar/mnist-cnn-classifier

This repository trains and evaluates three CNN models on MNIST, providing performance comparisons and 5 unique visualizations.

confusion-matrix graph heatmap-visualization json machine matplotlib mnist numpy precision-recall python receiver-operating-characteristic seaborn sklearn tensorflow

Last synced: 13 Apr 2026

https://github.com/rakibhhridoy/natural-language-processing-steps

Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it.

classification embedded embedding-models feed keras natural-language-processing nlp python sentence sequence tensorflow text-analysis text-classification text-processing

Last synced: 06 May 2026

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/samir-atra/cancerdetector

The final project of AI50xIraq course is found in the commit on 21-3-2023

cancer-detection cnn dataset inceptionv3 matplotlib numpy opencv tensorboard tensorflow tensorflow-tutorials transfer-learning

Last synced: 11 Feb 2026

https://github.com/shrilakshmishastry/nn-practice-models

This contains the basic classification models trained and tested using NN and tensorflow

keras-tensorflow neural-network tensorflow

Last synced: 01 Mar 2025

https://github.com/zienabesam/occular-eye-disease-detection-using-transfer-learning-with-data-augmentation

This project focuses on the automated detection and classification of common ocular diseases using advanced deep learning techniques, leveraging transfer learning for enhanced performance.

data-augmentation deep-learning eye-disease-recognition eye-diseases-classification tensorflow

Last synced: 19 May 2026

https://github.com/zakirangwala/emotion-classifier

The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.

artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow

Last synced: 30 Sep 2025

https://github.com/nhanphamthanh-it/handwritten-digits-classification

✏️ An AI-driven web app for handwritten digit recognition using the MNIST dataset. It leverages TensorFlow for deep learning model training and Gradio to create an intuitive, interactive UI. Users can draw digits and receive instant predictions, showcasing practical AI deployment and real-time inference capabilities.

artificial-intelligence classification dataset deep-learning gradio gradio-interface handwritten-digit-recognition jupyter-notebook learning-materials machine-learning mnist model-training network-layer neural-network open-source python realtime-rendering tensorflow web-application

Last synced: 05 Aug 2025

https://github.com/sudip-13/plant-disease-detection

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

cloudinary css docker jwt-token keras matplotlib-pyplot mongodb nodejs numpy reactjs tensorflow tensorflow-serving

Last synced: 09 Apr 2026

https://github.com/omcodewizard/machine-learning-project

This application recommends personalised skincare and makeup products based on skin metrics inferred from a user's selfie, utilizing advanced Computer Vision algorithms. It employs image processing and CNN models to extract key skin attributes such as Skin Tone, Skin Type, and Acne Concern Level.

acne cnn computer-vision flask image-processing opencv react recommendation-system skincare-recommendation skintone-color skintype tensorflow

Last synced: 09 Apr 2026

https://github.com/alyssahusna44/poai-image-classification

An implementation of an AI model that classifies animal subspecies. The project involved data preparation, model training using ResNet50, DenseNet121, and MobileNetV3, and evaluation using metrics: accuracy and mAP. 🗂️

artificial-intelligence image-classification machine-learning model-training-and-evaluation neural-networks numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/zaibten/helmet-detection-using-machine-learning-deep-learning

This project focuses on a real-time Helmet Detection System to ensure road safety by identifying riders who are not wearing helmets. Integrated with a Flutter application, it provides an automated system for issuing challans (e-tickets) and capturing images of the rider and their number plate for record-keeping.

dataset flutter googlecolab jupyter-notebook machine-learning mobile-app model-training opencv python realtime-detection tensorflow yolov8

Last synced: 09 Apr 2026

https://github.com/kali414/cardia

A deep learning-based system for real-time, non-contact heart rate estimation using webcam video and facial analysis.

deep-learning flask lstm node socket-io tensorflow

Last synced: 09 Apr 2026

https://github.com/arnab-0053/groot-web-app

Groot is a web application that can detect the plant disease just from its leaf.

artificial-intelligence flask keras machine-learning nextjs tailwindcss tensorflow webapp

Last synced: 14 Apr 2026

https://github.com/anr007/tfh

tensorflow

Last synced: 27 May 2026

https://github.com/haydenshively/aslan

uses mosse algorithm and TF object detection to adjust graphics based on user's head position, creating a 3D effect

3d opencv tensorflow vtk

Last synced: 08 May 2026

https://github.com/nayeem01/facemask-detection

Face-mask detection with TensorFlow and openCV

computer-vision neural-network opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/navid-kalaei/tv-script-generator

Text generator via Tensorflow and Recurrent Neural Network

deep-learning neural-network recurrent-neural-networks tensorflow

Last synced: 18 Apr 2026

https://github.com/gellanz/lego_minifigures_classification

Project to learn data augmentation honing my Tensorflow skills

computer-vision data-augmentation python tensorflow

Last synced: 13 Apr 2026

https://github.com/zara5961/deep-learning-challenge

This project focuses on building and optimizing a deep learning neural network to predict the success of applicants funded by Alphabet Soup Charity.

deep-machine-learning deep-neural-networks python skicit-learn tensorflow

Last synced: 20 Apr 2026

https://github.com/santiagoasp98/tomato-disease-classification

Tomato disease classification using deep learning with TensorFlow, Keras and FastAPI.

deep-learning disease-prediction fastapi keras neural-network python tensorflow tomato

Last synced: 09 Apr 2026

https://github.com/sujata-adhikari/machine-learning

Potato Disease Classification: Inspired by our kitchen garden, to detect potato disease using image of grown potato plant leaf.

cnn-classification jyputer-notebook kaggle-dataset machine-learning opencv pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/gregorykogan/digit-recognition-cnn

My first attempt at dealing with tf.js

p5js tensorflow tensorflowjs vite

Last synced: 13 Apr 2026

https://github.com/ncqxm/cifar10-cnn

Image classification on CIFAR-10 using a custom CNN built with TensorFlow/Keras. Visualized performance with confusion matrix and training curves.

cifar10 cnn deep-learning keras machine-learning tensorflow

Last synced: 13 Apr 2026

https://github.com/wasifsohail5/traffic-sign-recognition-system

The Traffic Sign Recognition System is a deep learning project focused on classifying German traffic signs from images. It leverages a custom-trained CNN model, built and deployed with Streamlit, and offers an intuitive UI for users to interact, test, and learn about traffic signs.

cnn-keras deep-learning keras mobilenetv2 streamlit tensorflow traffic-sign-classification

Last synced: 09 Apr 2026

https://github.com/ashar97/advanced-machine-learning

Advanced Machine Learning MOOC Specialisation Assignments

keras numpy python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/klima7/numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

cnn convolution network nn numpy scratch tensorflow

Last synced: 24 Sep 2025

https://github.com/xprithvi/cosmomap

CosmoMAP is a project that attempts to leverage machine learning to emulate magnetohydrodynamic cosmological simulations using data from their dark-matter-only counterparts.

astronomy convolutional-neural-networks cosmology keras machine-learning neural-network physics tensorflow

Last synced: 01 Aug 2025

https://github.com/kiapanahi/handson-machine-learning-book-playground

Sample codes and practices around the book "Hands-On Machine Learning with Scikit-Learn and TensorFlow"

machine-learning python scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/nikitakarmakarp/dream-sketch

Dream Sketch is a groundbreaking AI-driven web application that transforms the ethereal world of dreams into mesmerizing, interactive 3D environments. By blending art, technology, and artificial intelligence, Dream Sketch enables users to visualize their dreams in a surreal and captivating digital landscape.

react stable-diffusion-api tensorflow three-js

Last synced: 16 Apr 2026

https://github.com/pawlo77/tensorflow-keras

Code implementation for Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow book

data-science keras tensorflow

Last synced: 13 Apr 2026

https://github.com/lingumd/neural_network_charity_analysis

Machine learning and neural networks used to create a binary classifier capable of predicting whether applicants will be successful if funded by Alphabet Soup.

deep-learning machine-learning matplotlib-pyplot neural-networks onehotencoder pandas scikit-learn seaborn standardscaler tensorflow

Last synced: 13 Apr 2026

https://github.com/puravparab/whatanimal

Machine learning web application that classifies animal images using CNNs

deep-learning django machine-learning python react tensorflow

Last synced: 09 Apr 2026

https://github.com/mathemage/kaggle

a repository for Kaggle competitions and tutorials

data-science deep-learning kaggle keras machine-learning pytorch tensorflow

Last synced: 09 Apr 2026

https://github.com/v-siva1703/music-recommendation-based-on-facial-expression

Recommending music based on your facial expressions using FER 2013 dataset and Sporify app

emotion flask flask-application kaggle ml music music-bot musicrecommendationsystem opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/inevitable-team/image-classification-benchmarker

This is an open source benchmarking tool for Machine Learning practitioners, the purpose of which is to accurately compare multiple Machine Learning algorithms and techniques against one another, under a standardised condition.

ai artificial-intelligence benchmarking image-classification machine-learning ml tensorflow tfjs

Last synced: 31 Jul 2025

https://github.com/sabtain-dev/tensorflow

Learn and implement CNNs using TensorFlow and Keras, covering image preprocessing, classification, callbacks, visualizations from foundational concepts to real-world applications.

tensorflow tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 16 May 2026

https://github.com/petrroll/gnd-ai-tools

A series of smaller projects connected to a theatre performance in june 2019 by @gnd

human-computer-interaction machine-learning stt tensorflow tts

Last synced: 10 May 2026