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/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/nasim-raj-laskar/real-time-aircraft-engine-predictive-maintenance-system

GRU-based aircraft engine Remaining Useful Life (RUL) forecasting platform with Redis-backed online feature serving, streaming telemetry ingestion, batched WebSocket inference, Prometheus/Grafana observability, Evidently drift monitoring, and containerized MLOps infrastructure.

docker evidently-ai grafana gru mlops prometheus pyflink redis rul s3 stream-processing tensorflow time-series vuejs websocket

Last synced: 11 Jun 2026

https://github.com/alejandromeyer/facial-recognition

This project uses DeepFace and OpenCV to detect facial emotions in real-time via webcam. It processes video frames, identifies faces, and classifies emotions dynamically. This is an exploratory implementation to test DeepFace’s capabilities.

deepface face-recognition opencv python tensorflow

Last synced: 04 May 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/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/lunaluxie/interpolated-kernels

Efficient kernels for high-res convolutional networks 🔄🔧⚡📈

cnn tensorflow

Last synced: 16 May 2026

https://github.com/kamangir/image-classifier-2

A state-of-the-art fully customizable TensorFlow image classifier w/ a bash cli.

bash-scripting deep-learning image-classification machine-learning python tensorflow transfer-learning

Last synced: 12 Apr 2026

https://github.com/jfmdev/simple_chatbots

Simple Chatbots implemented with Machine Learning

chatbot ia machine-learning python sbert tensorflow

Last synced: 16 May 2026

https://github.com/adeel-intizar/clothes-recognizer-fashion-mnist-

TensorFlow/Keras implementation of Fashion MNIST Dataset

fashion-mnist fashion-mnist-dataset keras keras-tensorflow tensorflow

Last synced: 06 May 2026

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/mindees/crypto-ai

Reproducible, decision-support BTC/ETH multi-task ML pipeline — free data, causal features, honest baselines, purged walk-forward backtests. Not financial advice.

algorithmic-trading backtesting bitcoin crypto cryptocurrency data-pipeline deep-learning ethereum feature-engineering financial-machine-learning fintech keras machine-learning mlops python quantitative-finance tensorflow time-series trading-bot transformer

Last synced: 29 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/faysalmiah55/potato-disease

Potato disease classification

ai dl ml tensorflow

Last synced: 02 May 2026

https://github.com/routayush1/object-detection-yolo-v2

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

darkflow darknet deeplearning object-detection python3 tensorflow tensorflow-experiments

Last synced: 02 Feb 2026

https://github.com/sckonung/crab-age-regression

ML model for regression with a crab age dataset Competition in Kaggle

keras machine-learning pandas python scikit-learn tensorflow

Last synced: 17 Feb 2026

https://github.com/apal21/tensorflow-linear-regression-fit-data

Fit a line passing through data with some random noise using Tensorflow linear regression with Gradient Descent Optimizer.

gradient-descent linear-regression numpy python3 tensorflow

Last synced: 12 Apr 2026

https://github.com/wanghan0501/multi_gpu_tensorflow_mnist

Applying multi GPU devices to train model using tensorflow

mnist mutli-gpu tensorflow

Last synced: 16 May 2026

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/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/tokusumi/docker-py-julia-tf-jupyter

Docker Configuration for Python, Julialang and Tensorflow with Jupyter

julia jupyter-notebook python tensorflow

Last synced: 19 Apr 2026

https://github.com/antonio-f/neural-style-transfer

Assignment from "Convolutional Neural Networks", course #4 of Deep Learning Specialization (Coursera).

art art-generator artificial-intelligence cnn convolutional-neural-networks deep-learning deeplearning-ai neural-style-transfer tensorflow vgg16-model

Last synced: 17 Jun 2025

https://github.com/nisace/gan-lib

Various GAN implementations

gan generative-adversarial-network tensorflow

Last synced: 01 Apr 2025

https://github.com/toanlcgift/captcha-ocr-mlnet

Implementation Captcha OCR using CNNs, RNNs and CTC loss, using ML.Net, ONNX runtime

cnn ctc-loss keras mlnet ocr onnx onnxruntime rnn tensorflow

Last synced: 08 May 2026

https://github.com/miteshgupta07/plantguard

Plant Guard is a smart plant disease detection tool that uses image recognition to identify plant diseases and suggest treatments, helping gardeners and farmers keep their plants healthy.

cnn deep-learning densenet121 neural-networks tensorflow

Last synced: 15 May 2026

https://github.com/sibyjackgrove/cnn_for_bird_classification

CNN to classify images of birds into Cardinal and Indigo

classify-images cnn tensorflow tensorflow-experiments

Last synced: 29 Apr 2026

https://github.com/piyush-kumar-ghosh/digit-predictor

Streamlit web app that uses a CNN model to predict handwritten digits using the MNIST dataset.

cnn computer-vision deep-learning image-classification machine-learning mnist portfolio-project streamlit-webapp tensorflow

Last synced: 24 Apr 2026

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/piorosen/implement-mnist

Keras H5 to deploy on "Pure C++"

cpp docker h5 keras mnist tensorflow

Last synced: 12 Apr 2026

https://github.com/tikquuss/nmt

Attentional NMT with RNN and Transformer on African languages

african-languages attention-mechanism nmt tensorflow

Last synced: 12 May 2026

https://github.com/cristian7b/pyia---redes-y-clasificacion

Repositorio con diversas redes neuronales utilizando librerías en Python.

keras python tensorflow

Last synced: 12 Apr 2026

https://github.com/drom/xla

TensorFlow XLA JavaScript toolbox

linear-algebra simd tensorflow

Last synced: 05 Apr 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/msikorski93/semantic-segmentation-of-satellite-images-with-u-net

A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.

cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation

Last synced: 20 Jan 2026

https://github.com/jofaval/mnist

Computer Vision with Neural Networks for handwritten digits recognition in 1998

classification computer-vision data-science deep-learning deep-neural-networks google-colab keras matplotlib pyspark python pytorch seaborn spark tensorflow

Last synced: 12 Apr 2026

https://github.com/kurianbenoy/emoticon

This is the website which I build for our Emotion Analyser when I participated in Angel Hackathon 2017 Kochi

angelhack django tensorflow

Last synced: 05 May 2026

https://github.com/saravanabalagi/keras_tensorboard_starter

Starter project for Keras with Tensorboard logging

keras tensorboard tensorflow tensorflow2

Last synced: 09 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/piyuminadee/potato-disease-classification

End to end deep learning project to classify disease in potato plant as either early blight, late blight or healthy.

fastapi keras tensorflow

Last synced: 09 Apr 2026

https://github.com/imannoferesti/tensorflow_deepdive

This repository is a testament to my growth and understanding of deep learning. It highlights foundational skills in TensorFlow, demonstrates hands-on applications like car price prediction, and culminates in an advanced medical imaging project for malaria diagnosis.

cnn convolutional-neural-networks custom-loss-functions cutmix data-augmentation deep-learning functional-api linear-regression machine-learning mixup model-evaluation model-training neural-networks resnet sequential-api tensorboard tensorflow tensors

Last synced: 04 Apr 2025

https://github.com/siddk/tensorflow-workshop

Repository of scripts for the Introduction to Deep Learning and Tensorflow Workshop, Spring 2017.

python tensorflow tensorflow-tutorials workshop

Last synced: 04 Apr 2025

https://github.com/mjsandagi/libra-justitiae

A predictive machine learning model that recommends prosecution sentences based on criminal data.

keras machine-learning tensorflow

Last synced: 09 Apr 2026

https://github.com/kr1shnasomani/facial-emotion-recognition

Facial emotion recognition and detection using CNN

cnn-classification computer-vision keras tensorflow

Last synced: 16 Aug 2025

https://github.com/kr1shnasomani/SentimentScope

Sentiment analysis on movie review using TensorFlow and GloVe embeddings

deep-learning glove-embeddings keras lstm natural-language-processing tensorflow

Last synced: 16 Aug 2025

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/rudrakshmohanty/eeg-based-emotion-classification-using-hybrid-gru-cnn-model

A deep learning model using a hybrid GRU-CNN architecture to classify human emotions (Positive, Negative, Neutral) from EEG brainwave data.

brain-computer-interface cnn-gru deep-learning eeg emotion-classification keras machine-learning neuroscience python tensorflow

Last synced: 09 Apr 2026

https://github.com/rahul1582/named-entity-recognition

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

bidirectional-lstm keras named-entity-recognition spacy tensorflow

Last synced: 04 Oct 2025

https://github.com/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/harikrishna-9885699666/image-recognition-app-react-vite-ts-tensorflow

Image Recognition - React + Vite + TS + Tensorflow + Bootstrap CSS

bootstrap image-recognition reactjs tensorflow typescript vitejs

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/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/shibam120302/pancard_tempering_dectector_app

The purpose of this project is to detect tampering/fraud of PAN cards using computer vision. This project will help the different organizations in detecting whether the Id i.e. the PAN card provided to them by their employees or customers or anyone is original or not.

flask flask-application juypter-notebook opencv python tensorflow

Last synced: 09 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/sloppycoder/coursera_tf_in_practice

Notebook for Coursera Tensorflow in Practices courses

deep-learning deep-neural-networks python tensorflow

Last synced: 09 Apr 2026

https://github.com/nas-research/knowledge-model

Our knowledge system systematically ingests, processes, and indexes open-access life science publications. It supports internal research by providing precise question-answering and efficient retrieval from a continuously updated repository of scientific literature

accelerate aws boto3 dataingestion keras lifesciences llama llama3 llm numpy pymupdf pytorch researchsupport sqlalchemy tensorflow textextraction

Last synced: 10 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/zahedi99/house-prices-advanced-regression

Kaggle House Prices – Advanced Regression Techniques. Experiments with Ridge, Neural Nets. using keras_Tensrflow

house-price-prediction kaggle keras regression ridge-regression sklearn tensorflow

Last synced: 10 Apr 2026

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

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

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

Last synced: 18 Apr 2026

https://github.com/datasagess/fic

NLP Hackaton \w NN + FastAPI + Docker

catboost cuda docker fastapi lstm python pytorch rapidfuzz tensorflow

Last synced: 08 Aug 2025

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/harmanveer-2546/diagnosis-of-pneumonia-by-cnn-classifier

The primary objective s to develop an accurate and efficient classification model capable of identifying pneumonia cases in patients based on chest X-ray images. Pneumonia is a prevalent and potentially life-threatening respiratory infection. Early detection plays a critical role in timely intervention and effective treatment.

binary-accuracy dropout flatten keras loadimg matplotlib maxpooling2d numpy python regularizers roc-curve seaborn sequential-models tensorflow vgg16

Last synced: 09 Apr 2026

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/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/asirwad/image-classifier-tensorflow-fashionmnist

👕Image Classifier on Fashionmnist🩳 dataset using custom keras model with 5 hidden dense layers.👟

deep-learning fashion-mnist-dataset keras tensorflow

Last synced: 06 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/thavinduushan/linear-regression

A linear regression model to predict premium price of an insurance. The dataset includes around 1,000 observations. The project, aimed at learning, was implemented in Jupyter notebooks using NumPy, Matplotlib, Pandas, Keras, and TensorFlow.

matplotlib numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/hakanozger/handwritten-digit-recognizer

A deep learning-based handwritten digit classification system using Flask (backend) and React (frontend). The model is trained on the MNIST dataset with CNN and data augmentation for improved accuracy.

ai deep-learning docker docker-compose flask image-classification machine-learning python tensorflow

Last synced: 09 Apr 2026

https://github.com/abhishekyadav915/breast_cancer_classification_using_deep_learning

This project demonstrates Breast Cancer Classification using a deep learning model built with TensorFlow and Keras. The model is trained on the Breast Cancer Wisconsin Dataset and predicts whether a tumor is Benign (1) or Malignant (0).

deeplearning keras-tensorflow matplotlib-pyplot numpy-library pandas-library sklearn-library standardization tensorflow

Last synced: 28 Apr 2026

https://github.com/donmaruko/sentiment-analysis-api

Flask-based API for sentiment analysis using deep learning models and includes endpoints for text and file input, database storage, and integrated Swagger documentation.

api deep-learning deep-neural-networks flask keras lstm machine-learning neural-network rnn scikit-learn scikitlearn-machine-learning sklearn sqlite3 swagger swagger-ui tensorflow

Last synced: 10 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/themihirmathur/kiddis

This project leverages deep learning for the classification of kidney disease using a combination of MLflow and DVC for experiment tracking, versioning, and orchestration.

aws-ec2 aws-s3 ci-cd-pipeline docker dvc-pipeline keras mlflow mlops python tensorflow

Last synced: 10 Apr 2026