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/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/tsarjak/sentiment-classification-fully-connected-neural-net

Training neural network with 10,000 words of positive and negative phrases and classifying the sentiments on unseen phrases.

nltk python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/krishnaura45/imagequant

Combining NLP and Deep Learning for Image-Based Entity Extraction

cnn deep-learning easyocr gpu keras-ocr lstm machine-learning nlp ocr opencv pillow pytesseract pytorch resnet-50 tensorflow

Last synced: 19 Jan 2026

https://github.com/beberiche/jeon-woo-chi

지역 축제를 기반으로 하는, 게이미피케이션을 접목시킨 지역 상권 맞춤 추천 서비스

aws django docker elasticsearch grafana jenkins kibana logstash numpy pandas phaserjs prometheus react react-query recoil redis spring-boot tensorflow typescript zipkin

Last synced: 10 Mar 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/mhed89/cat-face-color-detector

A Python application for detecting cat faces and classifying their colors using OpenCV, Tensorflow, Keras and a pre-trained deep learning model.

cats keras opencv tensorflow

Last synced: 05 May 2026

https://github.com/mohamed-walied/emotion-detection

Computer vision project that detect your face and recognize your emotion using CNN. I have done this project in collaboration with my friend Seif Elkerdany. We changed in the architecture of CNN by replacement the ReLU activation function by Swish (or SeLU) activaiton function and it leads to amazing accuracy.

cnn-architecture convolutional-neural-networks deep-learning deep-neural-networks emotion-detection emotion-recognition haarcascade-frontalface keras python streamlit tensorflow

Last synced: 15 Apr 2026

https://github.com/rajsoni03/nlp-insincere-questions-classifier

Quora Toxic and Divisive Questions Classification Using Transfer Learning

classification natural-language-processing nlp quora tensorflow

Last synced: 21 May 2026

https://github.com/conchylicultor/abcdeep

Module to simplify the creation of Deep Learning research programs with TensorFlow.

python tensorflow

Last synced: 26 Apr 2026

https://github.com/tanyachutani/class-activation-maps-keras

Generates class activation maps for CNN's with Global Average Pooling Layer Keras

cam class-activation-map class-activation-maps cnn deep-learning keras tensorflow visualization

Last synced: 09 May 2026

https://github.com/nickklos10/seriea_machine_learning_predictions_2025

This project involves scraping data, processing the data, and building machine learning models to predict the standings for the 2024-2025 Serie-A season.

beatifulsoup data-scraping keras matplotlib pandas scikit-learn shap tensorflow

Last synced: 13 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/shahbajtahershezan/heart-disease-prediction-ann

Heart Disease Prediction using ANN and ML models. This project performs detailed EDA on heart disease data and trains ANN, Random Forest, Decision Tree, and SVM models to predict heart disease likelihood using features like age, cholesterol, and blood pressure, with visualizations and performance metrics for evaluation.

classification confusion-matrix data-visualization deep-learning-algorithms f1-score heart-disease-prediction keras machine-learning-projects neural-network precision recall tensorflow

Last synced: 14 Apr 2026

https://github.com/ranjit7858/customer_churn_prediction_ann

It is a Web app which can predict whether the Bank customer will churn or not.

keras python taipy tensorflow

Last synced: 10 Feb 2026

https://github.com/abdelrahman-amen/sentiment_analysis_using_lstm_gru

This project aims to perform sentiment analysis on the IMDB movie reviews dataset. Sentiment analysis involves classifying text into categories such as positive or negative based on the sentiment conveyed in the text , using LSTM and GRU.

gru imdb-dataset lstm nltk python sentiment-analysis tensorflow tokenization wordem

Last synced: 08 May 2026

https://github.com/malcolmmielle/deep-auto-encoder-based-clustering

Reimplementation of Deep auto-encoder based clustering by Song et al.

autoencoder clustering clustering-algorithm kmeans-clustering machinelearning tensorflow

Last synced: 18 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/ahundt/costar_dataset

Installable python package for the costar dataset.

costar-dataset dataset machine-learning-dataset pytorch robotics tensorflow

Last synced: 18 Apr 2026

https://github.com/sayandeep02/bearing-fault-classification

Bearing Fault Diagnosis using ML Detecting and classifying bearing faults in rotating machinery using SVM, CNN, and LSTM with 96% accuracy.

convolutional-neural-networks long-short-term-memory sklearn support-vector-machines tensorflow time-series-analysis

Last synced: 07 May 2026

https://github.com/rakshithe/ai-project

Deep learning project for pet face classification, facial landmark detection, and object detection using TensorFlow. Utilizes CNNs, YOLO, Faster R-CNN, and MobileNet for accurate detection and classification.

cnn deep-learning landmark-detection machine-learning object-detection pet-face-classification tensorflow

Last synced: 17 May 2026

https://github.com/Neuro-Mechatronics-Interfaces/python-intan

Tools and demos for working with EMG data from intan using python

circuitpython cuda emg pico python realtime tensorflow

Last synced: 13 Jan 2026

https://github.com/axelsgit/fashion-recommender

This project builds a hybrid and visual recommender system for (luxury) fashion products, simulating a real-world e-commerce scenario (e.g., Zalando, Farfetch, Fashion Nova). It integrates visual filtering, collaborative filtering, content-based filtering, and hybrid models, enriched with user metadata and interaction recency.

deepfashion fashion fastapi numpy pandas python resnet-50 sklearn streamlit tensorflow ui-design

Last synced: 07 Apr 2026

https://github.com/abdulrahmanaymann/automated-facial-expression-recognition-using-artificial-neural-networks

Automated Facial Expression Recognition using Artificial Neural Networks is a machine learning project that uses convolutional neural networks (CNNs) to classify facial expressions in images into various categories such as anger, fear, surprise, sadness, happiness, and neutral.

artificial-neural-networks convolutional-neural-networks deep-learning facial-expression-recognition image-classification keras machine-learning python tensorflow

Last synced: 07 May 2026

https://github.com/kataglyphis/machinelearningalgorithms

Basic Machine Learning Algorithms

cuda machine-learning python tensorflow

Last synced: 31 Mar 2025

https://github.com/alessandroryo/rock-paper-scissors-classification

A deep learning project using Convolutional Neural Networks (CNNs) built with TensorFlow to classify hand gestures in the game of Rock-Paper-Scissors. This project showcases image processing techniques, data augmentation, and the power of CNNs for visual recognition tasks.

computer-vision convolutional-neural-networks data-augmentation deep-learning image-classification machine-learning python rock-paper-scissors tensorflow

Last synced: 16 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/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/abhisek-13/fine-tuning-of-bert-model

This project fine-tunes the BERT model on Kaggle's spam-ham dataset to classify messages. It explores transformers and large language models (LLMs) in generative AI, with potential for customization to other sentiment analysis tasks. The repository includes a single Jupyter Notebook for complete code on preprocessing, training, and prediction.

bert-model fine-tuning huggingface keras python pytorch tensorflow transformers

Last synced: 12 Apr 2026

https://github.com/githmihashara/mnist-digit-recognition-tf

Convolutional Neural Network (CNN) implementation using TensorFlow and Keras to classify handwritten digits from the MNIST dataset

jupiter-notebook keras neural-networks python tensorflow

Last synced: 12 Apr 2026

https://github.com/tikam02/ml_practices

Machine Learning Side Projects and Guides

deep-learning keras machine-learning matplotlib neural-network tensorflow

Last synced: 10 May 2026

https://github.com/rmaestre/variableStars

Optimized package for extract patterns on variable stars

astrophysics corot cpp neural-networks r tensorflow

Last synced: 10 Mar 2025

https://github.com/oujunke/Yolo5Net

Yolo5实现于TensorFlow.Net

tensorflow tensorflownet yolo5 yolov5

Last synced: 20 Apr 2025

https://github.com/tugot17/linear-regression-tensorflow

Linear and Polynomial Regression problems solved using Tensorflow Machine Learning framework

linear-regression tensorflow tensorflow-experiments

Last synced: 20 Jan 2026

https://github.com/asrot0/pineaipple

🍍PineAIpple – AI-powered fruit classification using CNNs! 🤖 Built with TensorFlow, Keras & a pinch of magic ✨ | 🔍 Fast. Accurate. Juicy. 🍎🍌🍇

ai computer-vision deep-learning fruitclassifier tensorflow

Last synced: 02 Jul 2025

https://github.com/zvyn/yatt

My resullt of following the tutorial at https://www.tensorflow.org/tutorials/mnist/beginners/.

mnist-classification tensorflow tutorial

Last synced: 29 Mar 2025

https://github.com/seasonleague/nutrientional_diet

A predictive modelling for nutritional diet

prediction predictive-modeling tensorflow

Last synced: 18 May 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/tathagat794/ml-models-on-stress-strain-curve-predictions

Using MD data for of stress strain characteristics at different temperatures various machine learning models were trained and tested.

machine-learning pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/adhishnanda/motion-based-german-learning-app

AI-powered language learning app with gesture recognition (MediaPipe + ML/DL models), real-time interaction, spaced repetition, and full React/TypeScript UI. Demonstrates ML engineering, computer vision, and frontend expertise.

capstone-project computer-vision data-science deep-learning gesture-recognition interactive interactive-learning machine-learning mediapipe portfolio-project pose-estimation react scikit-learn tensorflow typescript

Last synced: 07 Apr 2026

https://github.com/handekilinc/cifar100-ile-derin-ogrenme-ve-cnn-tabanli-gorsel-siniflandirma

Deep Learning model for predicting image classification using CIFAR 100 dataset.

cifar100 cnn-classification tensorflow

Last synced: 18 May 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/Daheer/Driving-Environment-Detector

Detecting road objects using YOLO CNN Architecture

computer-vision deep-learning detection tensorflow yolov2

Last synced: 21 Apr 2025

https://github.com/studiowebux/deepspeech

Ansible scripts to install and configure DeepSpeech and tensorflow on ubuntu 18.04

ansible deepspeech tensorflow ubuntu ubuntu1804

Last synced: 21 Apr 2025

https://github.com/khushi130404/echobot

EchoBot is a chatbot built using TensorFlow to classify user inputs into predefined intents and respond accordingly. It uses a neural network trained with the data in intents.json.

keras nlp nltk numpy pickle tensorflow

Last synced: 12 Apr 2026

https://github.com/akshaypatra/cardiovascular_disease_detection

AI-driven ECG classification model that detects cardiovascular abnormalities such as arrhythmia and atrial fibrillation using a hybrid CNN-LSTM deep learning approach.

keras matplotlib numpy pandas python3 scikit-learn seaborn tensorflow wfdb

Last synced: 14 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/fierycod/deep-sort-alike

Naive tracking done as a part of studies project

keras python tensorflow tracking yolov3

Last synced: 28 Feb 2025

https://github.com/skyloken/tgg-stylegan

Japanese-Western Eclectic Wallpaper Generator using Conditional StyleGAN

deep-learning gan react stylegan tensorflow

Last synced: 16 Jan 2026

https://github.com/guillermo-villar/ai-project

Personal AI development project - Digit detection with Python & Tensorflow

ai ml python tensorflow

Last synced: 02 May 2026

https://github.com/pjarbas/deep-rl

Solving gym environments using RLlib: Industry-Grade Reinforcement Learning

deep-learning deep-reinforcement-learning pytorch rllib tensorboard tensorflow

Last synced: 06 May 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/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/sebukpor/breast-cancer-classification

this model classifies breast cancer as either benign or malignant

deep-learning deep-neural-networks tensorflow tensorflowjs

Last synced: 08 Apr 2025

https://github.com/moustafamohamed01/dl-projects

A curated collection of deep learning projects showcasing applications of neural networks, CNNs, RNNs, and more, built with TensorFlow, PyTorch, and Python.

ann cnn deep-learning keras python pytorch rnn tensorflow

Last synced: 12 Apr 2026

https://github.com/jainkhushi22/moviemood-sentiment-analysis

AI-powered sentiment analysis of movie reviews using Simple RNN, TensorFlow, and Streamlit.

keras nlp python rnn streamlit tensorflow

Last synced: 11 Jun 2026

https://github.com/hansputera/random-chatbot

Simple chatbot using tensorflow and nltk.

chatbot nltk tensorflow

Last synced: 18 May 2026

https://github.com/akbartus/web-based-touchfree-handwriting-recognition

The project demonstrates the proof of concept of touchfree handwriting recognition in almost all languages, which are supported by Google. Written with vanilla JS!

handsfreejs handwriting-recognition tensorflow touchfree

Last synced: 16 May 2026

https://github.com/sleepingcat4/platsicproject

An archive to upload the training and architectures of the plastic project

cnn-classification tensorflow waste-management

Last synced: 18 May 2026

https://github.com/vvmnnnkv/s4tf-model-import

Quick and dirty way to load params into S4TF model

s4tf swift tensorflow

Last synced: 29 Apr 2026

https://github.com/vasikyrg/neural-networks-python

A python Project with Tensorflow using Cifar-10 dataset and insurance dataset.

cnn knn mlp python rbf svm tensorflow

Last synced: 18 May 2026

https://github.com/cluebbers/nlp_deeplearning_spring2023

Implementing and fine-tuning BERT for sentiment analysis, paraphrase detection, and semantic textual similarity tasks. Includes code, data, and detailed results.

adamw-optimizer bert deep-learning natural-language-processing paraphrase-detection python pytorch semantic-similarity sentiment-analysis sophia tensorflow transformers

Last synced: 07 May 2026

https://github.com/aashish-jha-11/thief-detector

A Theif Detector V1.0 Made using Next Js and TensorFlow

cocossd lodash nextjs14 tensorflow

Last synced: 18 May 2026

https://github.com/geekidharsh/analyzing-nyc-cabrides-w-ml-tensorflow

Analyzing NYC Cab Rides with Machine Learning and Tensorflow

machine-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/si-ddhartha/anigan

A TensorFlow implementation of Generative Adversarial Network to generate anime faces.

deep-learning gan generative-adversarial-network tensorflow

Last synced: 18 May 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/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/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/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/instabaines/seismic_computer_vision

Application of computer vision technology to seismic facie classification

computer-vision facies-classification keras seismic-data ssd-mobilenet tensorflow

Last synced: 18 Apr 2026

https://github.com/blob42/tensorflow-image-classification

tensorflow convnet image classification with CIFAR-10 dataset, 0.7 accuracy

cifar10 cnn cnn-model nd101 tensorflow

Last synced: 03 Jul 2025

https://github.com/emirhanaydin60/deepskinde

The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.

cnn differential-evolution isic isic-2019 isic-challenge keras tensorflow

Last synced: 12 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/gabboraron/intro_to_deep_learning-kaggle_course

Use TensorFlow and Keras to build and train neural networks for structured data.

deep-learning kaggle-courses keras tensorflow

Last synced: 11 May 2026

https://github.com/vrishinrajpurohit/tomoto_disease

A machine learning project that detects tomato plant diseases using a Convolutional Neural Network (CNN). The model, trained on the PlantVillage Dataset, powers a FastAPI backend, with a web interface for easy interaction. Users can upload leaf images and get real-time disease predictions with confidence scores.

cnn deep-learning fastapi machine-learning python tensorflow

Last synced: 03 Jul 2025

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/gaurav-0211/soil-data

An AI-powered web system that monitors and analyzes microbial soil health using sensor data and machine learning. It provides real-time insights and smart recommendations to enhance soil quality and agricultural productivity.

arduino django fastapi front-end-development http-server internet-of-things machine-learning pydantic sklearn sqlalchemy tensorflow

Last synced: 30 Dec 2025

https://github.com/voidbfd/autism_companian_gen-ai_project_kaggle

Autism Companion: Empowering Neurodiverse Children with AI Technology Our AI platform creates personalized support for children with Autism Spectrum Disorder. Using generative AI, we develop custom social stories and conversation simulations tailored to each child's unique sensitivities

api bert cloud docker faiss langcahin lora python pytorch react tensorflow

Last synced: 10 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/chubaar/saymyname

This project is Say My Name, a Face Recognition Attendance System developed using Python, OpenCV, and Firebase. It allows students to log their attendance by scanning their faces, and admins can view attendance records and generate reports.

appscript attendence-management-system python tensorflow

Last synced: 18 Apr 2026

https://github.com/msikorski93/credit-card-fraud-detection

A binary classification task performed with machine learning in Python. The dataset's target distribution is heavily imbalanced. The model performance was evaluated with F1 scores.

adasyn balanced-bagging binary-classification class-imbalance-handling credit-card-fraud f1-score k-means k-nearest-neighbors light-gradient-boosting-machine logistic-regression naive-bayes near-miss random-oversampling random-undersampling resampling-methods smote-enn tensorflow

Last synced: 19 May 2026

https://github.com/rishannp/motor-imagery---graph-attention-network

This is works in attempt to develop novel, state-of-the-art models for decoding EEG MI data from patient datasets. Specifically using GAT, highlighting their potential advantages.

amyotrophic-lateral-sclerosis bci-competition-iv-2a brain-computer-interface deep-learning eeg graph-attention-networks keras machine-learning motor-imagery-classification tensorflow

Last synced: 12 Jul 2025

https://github.com/sechi42/github-actions

Este proyecto automatiza el despliegue de un modelo de machine learning utilizando GitHub Actions. El pipeline CI/CD construye, prueba y despliega una imagen Docker en Amazon ECR, luego se implementa en una instancia EC2 para predecir la tasa de cancelación de clientes de la empresa Interconnect.

aws-ec2 aws-ecr fastapi python tensorflow

Last synced: 06 Feb 2026