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/zpreisler/modules

Python libraries and modules for processing simulation outputs

data-analysis python scripts tensorflow

Last synced: 13 May 2026

https://github.com/connor-mccarthy/tf-ssgan

Implementing GANBERT model from recent deep learning research paper as an easy-to-use Tensorflow model.

bert deep-learning generative-adversarial-network semi-supervised-learning tensorflow

Last synced: 13 May 2026

https://github.com/duoan/dl-language-translation

A sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French

deep-learning language-translation seq2seq tensorflow

Last synced: 18 Jun 2026

https://github.com/alicankaya192/deep_learning_path

Sıfırdan ileri seviyeye Deep Learning yol haritası. 11 modül: PDF + Python + Jupyter Notebook. NumPy · TensorFlow · PyTorch karşılaştırmalı implementasyonlar.

artificial-intelligence cnn data-science deep-learning gan jupyter-notebook lstm machine-learning neural-networks numpy python pytorch rnn tensorflow transformer

Last synced: 21 Jun 2026

https://github.com/code-with-zeeshan/skin-lesion-classification

🏥 AI-powered skin lesion classifier (Benign vs Malignant) using EfficientNetB3 + Grad-CAM. AUC: 0.935 | Recall: 94.7%

deep-learning efficientnet grad-cam gradio image-classification medical-ai python skin-cancer tensorflow transfer-learning

Last synced: 27 Jun 2026

https://github.com/codehass/facial-emotional-detection

Implement a complete AI pipeline in Computer Vision, from face detection to emotion classification using CNNs (TensorFlow/Keras) and Haar Cascades (OpenCV), and integrate this model into a FastAPI API connected to a PostgreSQL database.

cnn-model fastapi keras mathplotlib numpy opencv postgresql pydantic pytest sqlalchemy tensorflow

Last synced: 12 Apr 2026

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 09 Apr 2026

https://github.com/pvlbzn/deep-sentiment

Sentiment analysis (binary classification) of IMDB reviews using deep learning

deep-learning keras sentiment-classification tensorflow

Last synced: 10 Apr 2026

https://github.com/joemathew2004/digit_recognition-cnn

A Streamlit web application that recognizes handwritten digits (0-9) using a Convolutional Neural Network trained on the MNIST dataset. Draw digits on an interactive canvas and get real-time predictions with confidence scores.

cnn-model digit-recognition mnist-dataset neural-network python streamlit tensorflow

Last synced: 10 May 2026

https://github.com/billy0402/tibame-swift-deep-learning

A learning project from TibaMe Swift deep learning course.

ai app coreml course createml jupyter-notebook python swift tensorflow

Last synced: 11 Apr 2026

https://github.com/sepmein/oyou

Build and make use of tensorflow model with pleasure and flexibility

machine-learning tensorflow

Last synced: 21 May 2026

https://github.com/oshinrathor/ml-nlp-projects

This repository contains a collection of Machine Learning and NLP projects, including sentiment analysis with NLTK, text preprocessing, and deep learning models. It covers techniques like tokenization, stopword removal, lemmatization, rule-based analysis, and transformer models like BERT for practical NLP applications.

bert deep-learning fine-tuning imdb-dataset lstm machine-learning neural-network nltk polarity preprocessing sentiment-analysis tensorflow textblob tokenization transformer vader-sentiment-analysis

Last synced: 28 Apr 2026

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 10 Apr 2026

https://github.com/kavithma-thushal/animal-classification-ai

Welcome to the Animal AI project! This web application uses a deep learning model to predict the class of an animal based on an uploaded image.

ai model python tensorflow

Last synced: 11 Feb 2026

https://github.com/ranjitodedra/cleantomato

Tomato Disease Finder Application

fastapi google-cloud python tensorflow

Last synced: 13 Apr 2026

https://github.com/minsithu/podoco

Deep Learning App for Plant Disease Classification

flutter tensorflow tensorflowlite

Last synced: 28 Apr 2026

https://github.com/ameyagodbole/augmented-dtree

Library to embed complex classifiers in decision tree nodes

cnn decision-tree neural-network tensorflow

Last synced: 02 May 2026

https://github.com/florianwoelki/mnist_fashion_cnn

This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.

classifier cnn fashion keras mnist numpy pandas tensorflow

Last synced: 08 Apr 2026

https://github.com/tonywu71/vision-transformer

Tensorflow implementation of Image Classification with Vision Transformer on the MNIST dataset.

computer-vision mnist tensorflow vision-transformer vit

Last synced: 05 May 2026

https://github.com/ashleymarkfletcher/linearregressiontensorflowjs

linear regression visualised with Tensorflow.js and P5.js

javascript p5js tensorflow tensorflow-js

Last synced: 29 Apr 2026

https://github.com/himanshkr03/brain-tumor-segmentation-using-u-net

This repository contains a deep learning project for brain tumor segmentation using a 2D U-Net architecture applied to the BraTS2020 dataset. The project includes data preprocessing, model training, evaluation, and visualization.

brain-tumor-segmentation deep-learning keras medical-imaging python tensorflow unet-image-segmentation

Last synced: 12 Apr 2026

https://github.com/devwaqarahmad/ai-image-caption-generator

A computer vision and deep learning-based project that generates human-like captions for any image using CNN + LSTM architecture. It takes an image as input and returns a meaningful description in natural language.

cnn computer-vision deep-learning image-captioning image-processing lstm machine-learning python tensorflow vision-to-text

Last synced: 18 May 2026

https://github.com/subhayudutta/sentiment-analysis-of-flipkart-reviews

This project focuses on sentiment analysis of Flipkart reviews using machine learning operations (MLOps) techniques.

aws-ec2 dagshub dvc dvc-pipeline flask github-actions mlflow mlops python tensorflow

Last synced: 09 Apr 2026

https://github.com/alfikiafan/eye-direction-classifier

Classifying eye direction using CNN. Goals: Predict the direction of gaze based on grayscale eye images, which are preprocessed to ensure consistent model training and evaluation.

cnn deep-learning eyes keras tensorflow

Last synced: 10 Apr 2026

https://github.com/h3x4g0ns/model2c

tool to convert ML models into low-level inference for embedded platforms

arduino embedded-systems machine-learning onnx tensorflow tinyml torch

Last synced: 11 Apr 2026

https://github.com/tejasvi541/machine-learning

My Machine and Deep Learning Practice and Projects Notebooks

matplotlib numpy python3 pytorch sklearn tensorflow

Last synced: 10 Apr 2026

https://github.com/inishchith/coursera

This repository contains my code for the programming exercises on Coursera.

coursera coursera-machine-learning deep-learning deeplearning-ai matlab mooc programming-exercises python3 tensorflow

Last synced: 12 Apr 2026

https://github.com/muthu-kumar-u/digittextrecognition-cnn

This repo contain training deep learning model for handwritten text recognition using CNNs with CTC loss, designed for image-to-sequence tasks

cnn computer-vision deep-learning handwrite-recognnize handwriting-recognition handwritten-text-recognition machine-learning ocr-recognition tensorflow

Last synced: 09 Apr 2026

https://github.com/verdagio/tensorflow-keras-iris-problem-solution

In class assignment to solve some simple problems using TensorFlow

machine-learning neural-networks python tensorflow

Last synced: 13 Apr 2026

https://github.com/selcia25/sleep-disorder-detection

💤This project aims to develop an automated method for detecting sleep disorders from heart rate signals.

cnn-classification kmeans-clustering machine-learning matplotlib scikit-learn scipy sleep-disorders tensorflow

Last synced: 05 Jan 2026

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 08 Apr 2026

https://github.com/kalthommusa/flower-image-classifier

Project-2 of Udacity's Introduction to Machine Learning with TensorFlow Nanodegree. "Flower Image Classifier" is a Deep Learning Project with TensorFlow that aims to build a Keras model that accurately predicts the type of a particular flower among 102 different flower types, and then converts the developed image classifier into a command-line application.

ai computer-vision deep-learning flower-classification image-classifier machine-learning pre-trained-model supervised-learning tensorflow transfer-learning udacity-nanodegree

Last synced: 21 Apr 2026

https://github.com/shanmukhsrisaivedullapalli/cifar10

This project uses TensorFlow to classify images from the CIFAR-10 dataset. It compares the performance of an Artificial Neural Network (ANN) and a Convolutional Neural Network (CNN), covering data preprocessing, model training, evaluation, and prediction on new images.

cifar10-classification cnn-classification matplotlib neural-networks numpy pickle pillow python3 tensorflow

Last synced: 03 Feb 2026

https://github.com/aryanyadav-dev/celestial-spectroscopy

Developed a Deep learning model using TensorFlow and Keras to classify synthetic spectral data from celestial objects, including stars and galaxies. Utilizing a Convolutional Neural Network (CNN), the model analyzes spectroscopic features and achieves high accuracy in predicting object classifications.

cnn keras matplotlib python sckit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/zacharyespiritu/pyret-tensorflow-examples

Examples of Pyret programs using the new `tensorflow` library (see brownplt/code.pyret.org#287).

machine-learning pyret tensorflow

Last synced: 02 Aug 2025

https://github.com/marinx/chrome-image-recognition

Get image tags using image recognition and machine learning.

chrome-image-recognition chrome-store image-recognition machine-learning tensorflow

Last synced: 19 Apr 2026

https://github.com/walmartbaggg/Stock-Prediction

Machine learning project using LSTM networks to predict stock prices based on historical data from multiple companies.

machine-learning ml prediction predictions python stock stock-market stock-prediction stock-price-prediction stock-prices tensorflow yfinance

Last synced: 04 Apr 2025

https://github.com/priyanshu1303d/plant_disease_classification

The Plant Disease Classification project utilizes deep learning techniques to identify and classify plant diseases from images.

deep-learning opencv python tensorflow

Last synced: 11 Apr 2026

https://github.com/gabrli/x-ray-ai

App with CNN neural network to diagnose different fractures on x-ray pictures

ai cnn cnn-classification fastapi keras neual-network python react revolution tailwindcss tensorflow typescript

Last synced: 10 Apr 2026

https://github.com/sathviknayak123/sentiment-anyalysis

Sentiment Analysis using DistlBERT Transformer from HuggingFace. Also integrated Airflow for end-to-end pipeline

airflow astronomer distilbert flask huggingface-transformer nlp python s3-bucket selenium-webdriver sentiment-analysis tensorflow web-scraping-python

Last synced: 09 Apr 2026

https://github.com/md-emon-hasan/learn-deep_learning

A repository containing resources and tutorials for learning deep learning concepts and implementations using Python, TensorFlow, and Keras.

churn-prediction data-science deep-learning keras neural-network tensorflow tensorflow-keras

Last synced: 13 Apr 2026

https://github.com/skovy/tensorflow-dice-model

🎲 Tensorflow Lite models for detecting and classifying dice

dice image-classification object-detection tensorflow tensorflow-lite

Last synced: 16 May 2026

https://github.com/p4ul-m/image-classificator

Image Classificator is a web application that allows users to upload images and classify them using pre-trained models. All services are totally independant and can run on different place.

express grpc image-classification keras machine-learning python react tensorflow

Last synced: 10 Apr 2026

https://github.com/oneapi-src/data-streaming-anomaly-detection

AI Starter Kit for Data Streaming Anomaly Detection using Intel® Optimized Tensorflow*

deep-learning tensorflow

Last synced: 04 Apr 2025

https://github.com/rerun-io/rerun-loader-python-example-tfrecord

Example Tensorboard log (TFRecord of Events) external data loader for Rerun

machine-learning tensorflow visualization

Last synced: 07 Jan 2026

https://github.com/bensuperpc/docker-tensorflow

tensorflow in docker

dcoker tensorflow tensorflow2

Last synced: 02 Jul 2026

https://github.com/paulj1989/bulgarian-constitutional-court-decisions

Developing NLP models for text and sentence classification using legal texts from the Bulgarian constitutional court.

keras neural-network nlp scikit-learn tensorflow tesseract

Last synced: 04 May 2026

https://github.com/nitin27may/stretchtracker

AI-powered desktop app that promotes healthy breaks with smart stretch detection. Utilizes OpenCvSharp4 for computer vision and TensorFlow.NET for ML-based pose recognition. Features adaptive environment calibration, SQLite data tracking, and responsive UI through async processing—helping users maintain physical well-being during computer work.

dotnet9 opencvsharp4 sqlite tensorflow wpf

Last synced: 21 May 2026

https://github.com/drsnowbird/nlp-deeplearning-projects

NLP Deep Learning Projects (Warning - Not ready for public consumption yet!)

chatbot deep-learning mallet nlp python3 rasa-core rasa-nlu spark tensorflow

Last synced: 11 Apr 2026

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 02 Apr 2026

https://github.com/yessasvini23/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 gpt-4 langcahin lora python pytorch react tailwindcss tensorflow

Last synced: 11 Apr 2026

https://github.com/gayanvoice/tensorflowhub-retrain.py

Using TensorFlow hub to retrain a data set and testing

beginner image-classification python-3-6 tensorflow tensorflow-hub

Last synced: 16 May 2026

https://github.com/ryannapp12/quant_trading_engine

A modular, and scalable quantitative trading engine built in Python. This project demonstrates efficient data caching with SQLite, concurrent backtesting, and advanced risk analytics, showcasing best practices in clean code architecture and performance optimization.

algorithmic-trading backtesting dash data-analysis data-visualization fintech lstm machine-learning numpy pandas plotly python quantitative-finance real-time risk-management sqlite technical-analysis tensorflow time-series-analysis trading-strategies

Last synced: 11 Apr 2026

https://github.com/gappeah/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance cryptocurrency keras machine-learning neural-networks python tensorflow

Last synced: 25 Feb 2025

https://github.com/notedance/adopt

TensorFlow implementation for "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"

deep-learning deep-reinforcement-learning keras machine-learning optimizer reinforcement-learning tensorflow

Last synced: 09 Apr 2026

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

A deep learning project using CNNs to classify fruits and vegetables images, built with TensorFlow and Keras, showcasing image recognition and model training.

cnn-classification jupyter-notebook keras numpy python streamlit tensorflow

Last synced: 07 Apr 2026

https://github.com/kr1shnasomani/plant-disease-detection

Detection of plant diseases using CNN (ResNet50 architecture)

cnn-classification keras resnet50-model tensorflow

Last synced: 16 Aug 2025

https://github.com/maxseidler/tensorflow-from-source

Tensorflow wheels build from source

tensorflow

Last synced: 20 Jul 2025

https://github.com/hayatoy/gcpml-notebook

Dockerfile with Jupyter Machine Learning environment plus Google Cloud SDK

dockerfile google-cloud-platform jupyter scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/eman288/ai-coach

The app helps you detect if the exercise is right or not. currently, we support push-ups, crunches, and squats.

ai jupyter-notebook mediapipe pose-detection python python3 tensorflow

Last synced: 21 Feb 2026

https://github.com/into-the-grey/project-l.i.s.a-guide

This is a living document for Project L.I.S.A. A local Ai-Model, with the goal of expanding its functionality slowly.

ai mdbook model python pytorch tensorflow

Last synced: 03 Feb 2026

https://github.com/jimut123/mlcp

Too Simple Experiments

kears learning machine tensorflow tf training

Last synced: 16 Jan 2026

https://github.com/raiszo/ppo-4quadrotor

PPO implementation for the cable suspended load quadrotor

cable-suspended-load proximal-policy-optimization quadcopter reinforcement-learning tensorflow

Last synced: 18 Apr 2026

https://github.com/weiaicunzai/ssd-tensorflow

SSD: Single Shot MultiBox Detector TensorFlow implementation

ssd tensorflow vgg16

Last synced: 03 May 2026

https://github.com/wesleyscholl/machine-learning-projects

Machine learning projects completed for the Machine Learning with Python Certification

colab-notebook keras keras-classification-models keras-models keras-neural-networks keras-tensorflow machine-learning tensorflow

Last synced: 12 Apr 2026

https://github.com/frostbyte012/computer-vision-project-ay-2024

This project presents a real-time face emotion detection system implemented as a full-stack desktop application. The system integrates deep learning techniques to accurately classify human emotions, including happiness, sadness, anger, surprise, disgust, fear, and neutral expressions, from live video streams or camera inputs. Download apk file :-

android android-app computer-vision deep-learning java keras mlkit opencv tensorflow tensorflow-lite

Last synced: 11 Apr 2026

https://github.com/serialphotog/handwritten-ocr

Playing around with neural networks and optical character recognition.

mnist neural-network pytorch tensorflow

Last synced: 25 Dec 2025

https://github.com/caponetto/vscode-tfjs-coco-ssd

Putting together VS Code extension, tensorflow.js, and object detection (coco-ssd) into a simple project.

coco-ssd object-detection tensorflow tfjs vscode vscode-extension

Last synced: 01 May 2026

https://github.com/dakohhh/python-security-system

This project aims to enhance security on university campuses through the implementation of an intelligent camera security system powered by machine learning and face recognition. Built with Python, OpenCV, TensorFlow & FastAPI

bootstrap5 fastapi javascript jupyter machine-learning python tensorflow

Last synced: 11 Apr 2026

https://github.com/kr1shnasomani/sentimentscope

Sentiment analysis on movie review using TensorFlow and GloVe embeddings

deep-learning keras matplotlib natural-language-processing neural-networks numpy pandas scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/zhangchunsheng/ai-learn

learn tensorflow, pytorch, etc.

pytorch tensorflow

Last synced: 20 Jan 2026

https://github.com/offchan42/honnet-web

Website for my HoNNeT deep learning side-project

bulma-css deep-learning flask gunicorn heroku hon jinja2 keras python tensorflow vuejs2

Last synced: 12 Apr 2026

https://github.com/serhatderya/fall_detection

This project implements a computer vision-based fall detection system using deep learning techniques. The system can detect whether a person has fallen in images or video frames.

ai artificial-intelligence artificial-neural-networks computer-vision deep-learning deep-neural-networks deeplearning falldetection matplo neural-network numpy opencv pil pillow pytorch tensorflow yolo yolov5 yolov8

Last synced: 11 Apr 2026

https://github.com/tigriscloud/deep-camera-relocalize

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization, Geometric loss functions for camera pose regression with deep learning, PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

camera-relocalization deep-learning python tensorflow

Last synced: 17 May 2026

https://github.com/anish202020/real-time-emotion-face-detection

The primary purpose of this website is to detect emotions in real-time using facial expressions captured via a camera.

fer keras numpy opencv python streamlit tensorflow

Last synced: 12 Apr 2026

https://github.com/arshtiwari2004/handsfree-os

HandsFree OS is a gesture-based desktop control system that lets users navigate their computer using hand motions alone. Powered by MediaPipe and AI, it enables touch-free actions like opening apps, scrolling, and switching tabs—designed to enhance accessibility for differently-abled users and multitaskers alike.

firebase firestore-database mediapipe pyautogui python reactjs tensorflow websocket

Last synced: 07 Apr 2026

https://github.com/konyd/deepqlearning-cartpole

This repository implements a Deep Q-Learning algorithm to train an agent to balance a pole on a cart using the CartPole-v1 environment from Gymnasium. The project includes a TensorFlow-based neural network, epsilon-greedy exploration, experience replay, and visualization of the trained agent's performance.

deep-learning deepq-learning gymnasium keras python tensorflow

Last synced: 12 Apr 2026

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 09 Feb 2026

https://github.com/arpandatta011/facial_image_recognition

This project includes the introduction of the facial expression recognition and an investigation on the recent previous researches for extracting the effective and efficient method for facial expression recognition.

cv2 keras matplotlib numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/pravincoder/fundamentals_tensorflow

This repository provide the fundamental of Tensorflow starting from creating tensor's to creating your own tensorflow models.😍

deep-learning machine-learning tensorflow

Last synced: 19 May 2026