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/janaghoniem/fruits-recognition-using-deep-learning-with-data-augmentation

A deep learning project for classifying 130+ fruits using EfficientNet, ResNet, and MobileNet with custom augmentations and SE blocks. Built on the Fruits-360 dataset.

background-replacement cnn data-augmentation deep-learning efficientnetb0 fruits360 image-classification image-recognition keras mobilenetv2 resnet-50 squeeze-and-excitation tensorflow transfer-learning

Last synced: 14 Apr 2026

https://github.com/imnotamr/vegetableclassificationappfehu

A Streamlit-based web application for vegetable classification using a deep learning model. Developed as part of a university project (This project is submitted to Dr. Ahmed Badawy and Eng. Noor Eldeen Magdy, Faculty of Engineering, Helwan University, as part of a coursework requirement).

deep-learning helwan-university image-classification keras streamlit tensorflow

Last synced: 14 May 2025

https://github.com/mahendran-narayanan/double-vit

[ICPR 2024] DoubleViT Pushing transformers towards the end because of convolutions

deep-learning deep-neural-networks icpr2024 pytorch tensorflow

Last synced: 23 Feb 2026

https://github.com/opencodeiiita/deepsearov

In this open source project you will build a model which classify images captured by a remotely operated vehicle (ROV), featuring deep-sea biota belonging to 62 different classes.

deep-learning geekhaven image-classification keras neural-network opencode24 python tensorflow

Last synced: 16 Aug 2025

https://github.com/yisus82/zenva-deep-learning

The Complete Artificial Neural Networks Developer Course - Zenva.com

keras keras-neural-networks keras-tensorflow python python3 tensorflow

Last synced: 10 Apr 2026

https://github.com/daksh777/expressando

Expressando is a rock, paper, scissors game made using Python (TensorFlow, Keras and OpenCV)

keras keras-tensorflow machine-learning numpy opencv opencv-python tensorflow

Last synced: 13 Apr 2026

https://github.com/fmind/dog-project

A machine-learning model train to recognize dogs, even from human faces

image python recognition tensorflow udacity

Last synced: 07 May 2026

https://github.com/dionixius7/titanic-disaster-ml-model

This project predicts the survival of passengers on the Titanic by using Kaggle Titanic Disaster Dataset. The dataset contains information related to passengers, such as age, gender, and class. Different machine learning algorithms have been applied for this predictive model to accomplish an accurate prediction that will define the survival chances

data-analysis data-science data-visualization eda knn-classifier machine-learning neural-network python scikit-learn svm tensorflow titanic-kaggle titanic-survival-prediction

Last synced: 07 Feb 2026

https://github.com/e1washere/emotion-recognition-app

Emotion Recognition App is a cross-platform desktop app that uses deep learning to detect emotions from facial images and videos. It runs fully offline and supports real-time analysis using 8 models built with TensorFlow and PyTorch. Developed with React, Electron, and FastAPI.

deep-learning emotion-recognition fastapi pytorch react tensorflow

Last synced: 11 Apr 2026

https://github.com/imerica/models

A collection of pre-trained Machine Learning models

artificial-intelligence caffe data-science machine-learning models neural-networks tensorflow

Last synced: 25 Mar 2025

https://github.com/malcolmlett/training-instrumentation-toolkit

TensorFlow addons for instrumenting NN model training loops in order to collect, analyse, and visualize detailed metrics on gradients, weights, and layer activations

instrumentation neural-network tensorflow

Last synced: 03 Jul 2025

https://github.com/pat8901/plant-health-analyzer

Efficiently and reliability stores images of plants for health analysis and management

database docker health plants python tensorflow

Last synced: 13 Apr 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/matheus-srego/dronearara

Usando reconhecimento de gestos o Drone Arara tem como finalidade explorar, mapear pontos cegos e trazer mais seguranças a policiais e moradores.

cmake cnn-keras drone python3 ros-noetic tensorflow

Last synced: 10 Apr 2026

https://github.com/usmanrasheed1/number-recognition-cnn

A CNN that tries to accurately predict the correct values of any digit between 0-9 using Tensorflow, keras and flask.

ai cnn flask jupyter keras python tensorflow

Last synced: 27 Jan 2026

https://github.com/amruta33/melanoma-detection

To build a CNN based model which can accurately detect melanoma. Melanoma is a type of cancer that can be deadly if not detected early. It accounts for 75% of skin cancer deaths. A solution that can evaluate images and alert dermatologists about the presence of melanoma has the potential to reduce a lot of manual effort needed in diagnosis.

keras machine-learning numpy pandas python3 sckiit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/davityak03/sentence-paraphraser-checker-using-transformers

This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.

keras nlp nltk numpy python tensorflow tokenizer transformers

Last synced: 02 Jan 2026

https://github.com/brazilian-willametteriver232/llama.swift

🚀 Access llama.cpp easily in your Swift projects, leveraging precompiled XCFrameworks for seamless integration and automatic updates with new releases.

ai deep-learning falcon ios linux llama llm meta mlops model-versioning python rwkv starcoder swift tensorboard tensorflow transformers visualization

Last synced: 12 Apr 2026

https://github.com/jeslipriya/emotion-detection

This project is an enhanced real-time facial emotion detection system that uses deep learning (OpenCV + mini-XCEPTION) to accurately recognize human emotions through a webcam or image input. It features advanced preprocessing, temporal smoothing, and a clean visual interface for smooth and stable emotion analysis.

7-emotions deep-learning emotion-detection fer2013 numpy opencv opencv-python python tensorflow

Last synced: 03 Jul 2025

https://github.com/emogooo/dermanet

Developing a CNN-based model to diagnose skin cancer using the ISIC-2019 dataset.

cnn isic isic-2019 isic-challenge keras tensorflow

Last synced: 15 Jun 2025

https://github.com/haras-unicorn/cheap-statistics

Small Python (Anaconda) project for price evaluation of apartments in using data from popular auctioning sites.

anaconda apartment auctioning-sites cheap-statistics croatia pandas price-evaluation python scrapy tensorflow zagreb

Last synced: 08 May 2026

https://github.com/oscarmura/fifa-world-cup-2022-tweets-sentiment-analysis

Sentiment analysis of FIFA World Cup 2022 tweets using neural networks. Compares Dense NN, RNN, and LSTM architectures for tweet classification (positive/negative/neutral). Features comprehensive data preprocessing, hyperparameter optimization, and performance evaluation.

analysis deep-learning gridsearch jupyter-notebook keras lstm machine-learning neural-networks nlp nltk python rnn tensorflow text-classification

Last synced: 08 Apr 2026

https://github.com/bananacat123-hue/facial_expression_recognition-sure_trust-

Facial Expression Recognition System using YOLOv9 & Flask. Detects 5 emotions (Angry, Happy, Natural, Sad, Surprised) from images/live camera with mAP50 of 0.731. Features a web interface with file uploads, real-time processing, & emoji feedback. Built with Python, OpenCV, Flask, HTML/CSS/JS. Ideal for HCI & emotion analysis.

computer-vision deep-learning emoji-suggestions emotion-dataset face-emotion-recognition flask image-classification opencv python roboflow-dataset sure-trust tensorflow yolov9

Last synced: 10 Sep 2025

https://github.com/rudrachouhan03/imdb-movie-review-sentiment-analysis

Sentiment analysis of IMDB movie reviews using a Recurrent Neural Network (RNN) built with TensorFlow/Keras. Includes data preprocessing, model training, evaluation, and a Streamlit web app for real-time predictions.

deep-learning imdb keras machine-learning movie-review nlp python rnn sentiment-analysis streamlit tensorflow text-classification

Last synced: 11 Apr 2026

https://github.com/x-raylaser/keras-auto-hwr

A micro-framework for building a handwritten text recognition (HTR) system

ctc-loss deep-learning deep-learning-framework handwritten-text-recognition keras lstm machine-learning tensorflow

Last synced: 13 Apr 2026

https://github.com/icallmygithairyharry/neural-networks-types-basics

Решение практических задач с 4 видами нейронных сетей (FNN, CNN, RNN, GAN). Весь код содержит подробные комментарии и подходит для изучения основ нейронных сетей с использованием TensorFlow/Keras.

cnn fnn gan keras rnn tensorflow

Last synced: 12 Apr 2026

https://github.com/abdess/dashboard_avis_restau

PoC pour Avis Restau sur l’amélioration d’un produit IA.

cv lda streamlit tensorflow topic-modeling transfer-learning

Last synced: 12 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/anatolykopyl/cat-fountain

A water fountain that turns on when it sees my cat 🐈

python python3 raspberry-pi tensorflow tensorflow-lite

Last synced: 13 Apr 2026

https://github.com/senior-sigan/mnist_android

Digits recognition on Android with Tensor Flow

android mnist mnist-dataset tensorflow tensorflow-android

Last synced: 06 May 2026

https://github.com/ashishbhoi/tensorflow

Tensorflow Examples

python python36 tensorflow

Last synced: 20 May 2026

https://github.com/jorgechato/cool-fst

Keras implementation for fast-style-transform CNN

keras python tensorflow

Last synced: 13 Apr 2026

https://github.com/ankush-003/learning-ml-basics

A repository which contains all the resources that i am using to learn Basics of Machine Learning

linear-regression logistic-regression machine-learning neural-networks python tensorflow tutorial

Last synced: 08 Apr 2026

https://github.com/alisatodorova/book-recommender

Comparison of Hybrid Book Recommender Systems: Matrix Factorization with Neural Networks vs. Neural Collaborative Filtering with Attention

book-recommendation-system collaborative-filtering keras machine-learning matrix-factorization neural-network recommender-system tensorflow

Last synced: 06 Jan 2026

https://github.com/hayatiyrtgl/dcgan_mnsit

This code implements a DCGAN to generate realistic images of handwritten digits from the MNIST dataset, training the generator and discriminator alternatively for a set number of epochs.

gan gans generative-adversarial-network generator keras python tensorflow

Last synced: 17 Apr 2026

https://github.com/syedsaadahmed/python_mnist_script

A small python project for learning and producing results from MNIST data set

imageclassification keras-tensorflow machine-learning mnist-dataset python tensorflow

Last synced: 06 May 2026

https://github.com/papsdroidfr/iabird

Flappy BIrd contrôlé par Intelligence Artificielle

machine-learning raspberry-pi-4 tensorflow

Last synced: 22 Mar 2025

https://github.com/varuntotakura/face-recognition

My own code for Face Recognition using Python

face-recognition numpy opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/maxtmiller/spot-sense

SpotSense, built at DeltaHacks, simplifies skin cancer detection with TensorFlow for image analysis, secure SQL storage, Google Maps for hospital locations, and a Cohere chatbot for guidance—all secured with Google OAuth.

flask google-maps-api google-oauth2 pillow python tensorflow

Last synced: 16 Mar 2025

https://github.com/nikhilroxtomar/gradcam-in-tensorflow

A simple implementation of GradCAM (Gradient-weighted Class Activation Mapping) using TensorFlow and OpenCV.

gradcam gradcam-heatmap gradcam-visualization tensorflow

Last synced: 20 May 2026

https://github.com/anondo1969/deep-speech-vis

(Master's Thesis) Alam, Mahbub Ul, From Speech to Image: A Novel Approach to Understand the Hidden Layer Mechanisms of Deep Neural Networks in Automatic Speech Recognition, Masterarbeit, Institut für Maschinelle Sprachverarbeitung, Universität Stuttgart, 2017. (https://www.ims.uni-stuttgart.de/en/research/publications/theses/)

automatic-speech-recognition ddeep-neural-networks deep-learning lrp machine-learning natural-language-processing neural-network speech-recognition tensorflow visualization

Last synced: 08 May 2025

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/snigdho8869/language-detection-ai

Detect 18+ languages instantly using machine learning (BERT, LSTM, SVM) and NLP. Includes a Flask web app for real-time predictions, trained models, and detailed notebooks.

artificial-intelligence cnn deep-learning flask gru keras language-detection lstm machine-learning naive-bayes-classifier natural-language-processing nlp nltk python scikit-learn svm tensorflow text-classification web-app web-development

Last synced: 13 Apr 2026

https://github.com/justinzhang17/ingenium

Ingenium Innovation Challenge - A terrarium web app designed to educate youth aged 9-12 (grades 4-7) on the topic of climate change.

framer-motion keras nextjs nodejs react tailwindcss tensorflow typescript webpack

Last synced: 10 Apr 2026

https://github.com/divakarkumarp/pneumonia-detection

Deep learning (DL) model is a pneumonia fighter! Trained on chest X-ray images, it analyzes patterns to detect the lung infection. Imagine a digital doctor scrutinizing the X-ray, pinpointing areas that might be pneumonia. The model outputs a probability score, helping doctors confirm or rule out the illness.

cnn deep-learning docker keras python scikit-learn streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/popfido/tensorflow-client-builder

An example/introductory repository to generate tensorflow gRPC client code in java, C++, C#, Javascript, or Python

grpc java tensorflow tensorflow-serving

Last synced: 12 Apr 2026

https://github.com/camara94/tensorflowjs

Je vais reprendre la formation tensorflowjs

datascience deel-learning javascript tensorflow tensorflowjs

Last synced: 08 May 2026

https://github.com/camara94/detection_objet_tensorflow

Vous souhaitez commencer à créer vos propres modèles de détection d'objets d'apprentissage en profondeur ? Besoin d'aide pour détecter des éléments pour votre cours, votre startup ou votre entreprise ? Dans ce repos, vous apprendrez tout ce que vous devez savoir pour passer de débutant à praticien en matière de détection d'objets en Deep Learning avec Tensorflow. Ce cours tourne principalement autour de Python, mais il y a aussi un peu de Javascript lorsqu'il s'agit de créer une application Web dans le projet 2. Mais ne vous inquiétez pas, nous allons le faire étape par étape afin que vous puissiez prendre votre temps et travailler dessus.

deeplearning js object-detection python tensorflow tfod

Last synced: 16 Apr 2026

https://github.com/jasontan22/aefes-time-series-forecasting

Bu proje, Anadolu Efes Biracılık ve Malt Sanayii A.Ş. (AEFES) piyasa verilerini kullanarak kapanış fiyatlarının gelecekteki değerlerini tahmin etmek amacıyla derin öğrenme yöntemleri (LSTM, BiLSTM, CNN+LSTM) kullanmaktadır. Projede, veri ön işleme, model eğitimi ve değerlendirme adımları detaylandırılmıştır.

bilstm cnn-lstm data-analysis deep-learning financial-forecasting lstm machine-learning python stock-price-prediction tensorflow

Last synced: 09 Aug 2025

https://github.com/hitthecodelabs/facesight

Flask application designed for Facial analysis and recommendation generation

cnn flask keras pil pillow python tensorflow

Last synced: 13 Apr 2026

https://github.com/khaled-ghanem/ocular-disease-classification

Train individual CNN models for AMD, DR, Cataract, and Glaucoma diseases using Fundus image dataset.

cnn computer-vision cv2 inceptionv3 keras matplotlib python resnet-50 tensorflow transfer-learning vgg19

Last synced: 14 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/usama-fiaz/smartfarmai

A cutting-edge Farming E-Commerce Platform combining AI-powered visual product search and Gemini AI chatbot assistance. Built with React.js and Django, it features real-time inventory management, secure payments, and location services, revolutionizing agricultural commerce through modern technology.

chatbot django gemini-ai jwt-authentication material-ui python react rest-api tensorflow visual-search

Last synced: 10 Apr 2026

https://github.com/bbhargavpanchal/brain-tumor-segmentation-unet

U-Net based Convolutional Neural Network for brain tumor segmentation using MRI images. Implemented in Python with TensorFlow, OpenCV, and Scikit-learn.

keras-tensorflow numpy opencv pandas python scikit-learn sklearn tensorflow

Last synced: 13 Apr 2026

https://github.com/kwerulik/learning-ml-hands-on

My personal study repository for the "Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow" book. Contains code implementations, notes, and exercise solutions.

hands-on-machine-learning keras machine-learning python scikit-learn study-repository tensorflow

Last synced: 13 Apr 2026

https://github.com/thatsabhishek/hand-gesture-recognition-using-mediapipe

This is a program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.

handrecognition mediapipe models python tensorflow tflite

Last synced: 13 Apr 2026

https://github.com/kmbuki/tensorflow

Deep Learning Models in Tensorflow

deep-learning fake-news tensorflow tensorflow-models

Last synced: 26 May 2026

https://github.com/danhenriquex/data_science_and_machine_learning

A.I, Data Science & Machine Learning and Deep Learning with Tensorflow

deep-learning deep-neural-networks machine-learning matplotlib numpy pandas tensorflow

Last synced: 13 Apr 2026

https://github.com/annygutierrez/ai-chatbot-python

Deep learning chatbot: Chatbot model to make predictions and chat back and forth with our user.

nltk numpy tensorflow tflearn

Last synced: 06 May 2026

https://github.com/sczyh30/lyric-composer-ai

AI composer writing interesting lyrics

ai artificial-intelligence deep-learning nlp tensorflow

Last synced: 06 Apr 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/harshstats/chicken-disease-classification-using-mlops-dvc-pipeline-

The Chicken Disease Classification Using MLOps DVC Pipeline project utilizes the VGG16 architecture to analyze images of chicken fecal matter, enabling early disease detection and reducing economic losses in poultry farming.

agritech aws azure ci-cd computer-vision data-version-control deep-learning disease-detection docker dvc github-actions image-classification keras machine-learning mlflow mlops poultry-health python tensorflow vgg16

Last synced: 06 Mar 2025

https://github.com/kkiani/xor-tensorflow

Simple implementation of XOR with Tensorflow

deep-learning tensorflow tensorflow-examples

Last synced: 17 May 2026

https://github.com/praatibhsurana/tensorflow_for_neural_networks_and_deep_learning

Consists of Jupyter Notebooks running TensorFlow with Keras to build and execute neural networks.

deep-learning neural-networks tensorflow

Last synced: 28 Apr 2026

https://github.com/srking501/ssp

Software Stack Program (SSP). The process to automate the assessment of Machine Learning (ML) Models.

darknet-yolo keras keras-tensorflow machine-learning tensorflow yolov3 yolov3-tiny

Last synced: 09 May 2026

https://github.com/anistaluqdar/alexnet

Optimizing Deep Covolutional Neural Networks for ImageNet Classification: A Comparative Study with Modern Architecture

computervision deeplearning optimization quantization researchpaper tensorflow

Last synced: 28 Apr 2026

https://github.com/sealonk/skin-cancer-detection-backend

Backend server for skin cancer detection using TensorFlow.js and Firestore for storing predictions.

api backend firebase firestore healthcare machine-learning skin-cancer-detection tensorflow

Last synced: 09 May 2026

https://github.com/vivek-kumar-p/image-classification-model

Image-Classification-model is a Streamlit app that integrates MobileNetV2 and a CIFAR-10 model for image classification. Users can upload images and receive predictions with confidence scores from either model. It features a sleek navigation bar for easy switching and real-time results, ideal for both learning and practical use.

cifar10 image-classification machine-learning python streamlit tensorflow

Last synced: 09 May 2026

https://github.com/alyssonmach/introduction-to-tensorflow

Arquivos do curso "Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning" do Coursera.

convolutional-neural-networks deep-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/valeman/udacity-self-driving-car-traffic-signs-classifier-p2

My project pipeline for the Udacity Self-Driving-Car Nanodegree program's Project 2 - Traffic Sign Classifier

convolutional-neural-networks deep-learning deep-neural-networks machine-vision pyton self-driving-car tensorflow

Last synced: 28 Apr 2026

https://github.com/0h-n0/dl_benchmarks

Simple benchmarks on major deeplearning frameworks with Python.

benchmark chainer cntk deeplearning mxnet neon pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/pushkarm029/stone-paper-scissors-ml-model

Stone Paper Scissors is a CNN Model built with Tensorflow and Keras that can classify hand gestures into three categories.

cnn cnn-classification cnn-ker deep-learning machine-learning python tensorflow

Last synced: 09 May 2026

https://github.com/gustavohenriqueschmitz/ai-iris-flower-classification

A classification AI model, that basing on the width and length of the sepals and petals of an Iris flower, identify the specie. Between setosa, versicolor and virginica.

machine-learning python3 tensorflow

Last synced: 28 Apr 2026

https://github.com/prishabhanot/skin_cancer_classification_model

Classifies 7 types of skin cancer lesions using a deep learning CNN model. Processes and balances the dataset, trains the model, and evaluates its accuracy with visualizations.

cnn confusion-matrix data-visualization keras machine-learning medical-imaging python tensorflow

Last synced: 09 May 2026

https://github.com/linsanity03/titanic_prediction

A visualization on probability of people surviving titanic

classifier-model machine-learning prediction-model tensorflow

Last synced: 28 Apr 2026

https://github.com/abhishekkr/cartman

a minimal chatbot using Tensorflow, will grow to annoy you

bot chat chatbot tensorflow tensorflow2

Last synced: 13 May 2026

https://github.com/ehvenga/flower.identification-tensorflow

This Jupyter Notebook presents a TensorFlow-based model to classify flower species from images using a convolutional neural network (CNN). The notebook covers data preprocessing, model training, and performance evaluation.

computer-vision convolutional-neural-networks machine-learning neural-networks tensorflow

Last synced: 28 Apr 2026

https://github.com/jjateen/butterfly-species-classification

This repository contains an Android app for butterfly image classification. The app utilizes a deep learning model for classifying butterfly images.

android-application android-studio convolutional-neural-networks deep-learning image-classification java tensorflow tensorflow-lite

Last synced: 28 Apr 2026

https://github.com/tadayosi/tensorflow-serving-client-java

A Java client library for TensorFlow Serving

ai client java tensorflow tensorflow-serving

Last synced: 13 May 2026