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/ramonmedeiros/cat_dog_classifier

Solution for FreeCodeCamp challenge: https://www.freecodecamp.org/learn/machine-learning-with-python/machine-learning-with-python-projects/cat-and-dog-image-classifier

freecodecamp freecodecamp-ml machine-learning tensorflow

Last synced: 28 Jan 2026

https://github.com/snehilsanyal/tensorflow-2-for-deep-learning-specialization-coursera

Repository for the course TensorFlow 2 for Deep Learning Specialization (Coursera) offerred by Imperial College of London

coursera deep-learning tensorflow tensorflow-tutorials

Last synced: 20 Jan 2026

https://github.com/codetit4n/backpropagation

Simple Backpropagation using churn modelling dataset

churn-modelling ml python tensorflow tensorflow-tutorials tutorial

Last synced: 03 Oct 2025

https://github.com/dermatologist/kedro-tf-utils

Kedro pipelines for multimodal ML in TensorFlow.

hacktoberfest healthcare kedro multi-modal tensorflow

Last synced: 19 Jan 2026

https://github.com/n3011/dockerfile

Dockerfiles for deep learning dev

dockerfile nvidia-docker tensorflow

Last synced: 24 Mar 2025

https://github.com/hcl-tech-software/become-an-rtist

Sketch drawing game for the Raspberry Pi with camera and push button. Uses image recognition to recognize a sketch drawn by the player.

image-recognition model-realtime raspberry-pi raspberry-pi-camera tensorflow

Last synced: 11 Apr 2026

https://github.com/kevinanielsen/seiko-identifier

A database over different seiko models

ai ml5 ml5js nextjs nextjs13 react tensorflow tfjs

Last synced: 25 Feb 2026

https://github.com/joacosnchz/mdbd2018_dl_tagging

UTN FRRo's Deep Learning Research Project for Automatic Posts Categorization

deep-learning neural-networks python research-project stackexchange tensorflow

Last synced: 30 Apr 2026

https://github.com/slipnitskaya/deep-learning-tensorflow-ud730

Deep learning with TensorFlow. - Udacity course (2020).

course coursework deep-learning python tensorflow

Last synced: 07 May 2026

https://github.com/kinginthenorth001/rice_leaf_disase_detection

A CNN Model that can predict these 4 (['Bacterialblight', 'Blast', 'Brownspot', 'Tungro']) Rice leaf diseases.

cnn-classification deep-learning deep-neural-networks image-processing keras-neural-networks tensorflow

Last synced: 02 Jan 2026

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 10 Apr 2026

https://github.com/ashishtukaral/sign-language-recognition-using-ai

A real-time Sign Language Recognition system using AI to translate hand signs into text and speech, enhancing communication for individuals with hearing impairments. This web application leverages neural networks and computer vision to provide accurate and accessible translation.

ann classification cnn computer-vision deep-learning flask keras machine-learning matplotlib neural-network numpy oops opencv pandas python3 tensorflow

Last synced: 04 Feb 2026

https://github.com/juwono136/indonesia-negative-comment-lstm

Sentiment Analysis of Indonesian Negative Comments on Social Media Using Long Short-Term Memory (LSTM)

deep-learning-algorithms gradio-interface hugging-face lstm-sentiment-analysis nlp numpy python3 tensorflow

Last synced: 17 Apr 2026

https://github.com/cutupdev/clothes-similarity-comparison

This is repository for comparison clothes similarity.

encode python similarity-search tensorflow

Last synced: 06 Feb 2026

https://github.com/umbaji/yodi

This is the official repository for Yodi, the speech recognition model for 8 words, in Ewè. The yodi package is also useful for rapid inference inference on speech data, especially on the mini_speech datasets.

data data-visualization keras python3 speech-recognition tensorflow

Last synced: 12 Jan 2026

https://github.com/johnberroa/tensorflow-function-guides

Notebooks to provide examples of how to use some Tensorflow functions

tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 29 Apr 2026

https://github.com/savinrazvan/traffic

This project aims to develop a neural network using TensorFlow to classify traffic signs from images, utilizing the German Traffic Sign Recognition Benchmark (GTSRB) dataset.

ai cnn data-augmentation data-preprocessing deep-learning gtsrb image-recognition machine-learning model-evaluation model-training opencv tensorflow traffic-sign-classification

Last synced: 06 May 2026

https://github.com/kacf/forex-trading-ai

Real‑time AI‑powered Forex trading alerts with High backtested accuracy, blending machine‑learning models and advanced technical analysis for 1 Minute buy/sell

algorithmic-trading api data-science deep-learning docker fastapi forex machine-learning python pytorch quantitative-finance real-time technical-analysis tensorflow trading-signals

Last synced: 26 Oct 2025

https://github.com/denvercoder1/chess-piece-classifier

Demonstration of Tensorflow Lite for classifying images of chess pieces

chess tensorflow tflite

Last synced: 16 Apr 2026

https://github.com/ithavinduu/emotilive--fs

EmotiLive is an advanced AI-based system designed to monitor and analyze student engagement and emotional behavior in real time during classroom sessions.

cnn esrgan haar-cascade-classifier keras mediapipe nextjs opencv sentiment-analysis tensorflow

Last synced: 15 Apr 2026

https://github.com/vrijraj/image-classification-using-tensorflow.js

Simple Example of Image Classification using MobileNet Model in TensorFlow.js

mobilenet tensorflow tensorflowjs tf tfjs

Last synced: 08 Apr 2025

https://github.com/dev-khant/cars-vs-bikes

Cars and Bike Classifier

cnn efficientnet flask tensorflow

Last synced: 18 Apr 2026

https://github.com/islam-hady9/image-classifier-gui-app

Simple Machine Learning GUI App with Taipy and Tensorflow

cnn deep-learning imageclassification machine-learning python taipy-gui tensorflow

Last synced: 09 Apr 2026

https://github.com/hackintoshrao/cifar-10-image-classification

Classifying objects from CIFAR 10 image dataset using Convolutional neural networks

convolutional-neural-networks deep-learning image-processing tensorflow

Last synced: 02 Aug 2025

https://github.com/thinhphan0108/my-waste-classification-web

🌍 Waste Classification App ♻️ A user-friendly web app powered by a TensorFlow deep learning model. Upload images of waste items, and the app predicts the type of waste (plastic, glass, metal, etc.) with high accuracy. Contribute to better waste management and sustainability with AI-driven classification! 🚀

ai deep-learning machine-learning tensorflow waste-management

Last synced: 30 Jan 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/tiwarishubham635/hand-gesture-recognition-using-tinyml

Recognizes Hand Gestures for English Alphabets

tensorflow tensorflowlite tinyml

Last synced: 06 Feb 2026

https://github.com/xharshit/careerconnect-smart-campus-placement-portal

CareerConnect is an AI-powered campus placement portal that helps students prepare for jobs through smart aptitude and coding tests, mock interviews, resume analysis, and more — all monitored with face recognition-based proctoring. Designed to assist students, TPOs, and companies for seamless hiring and tracking.

aptitude artificial-intelligence css face-recognition html machine-learning mockinterview nodejs opencv python resume-builder resumescanner scikit-learn streamlit technical-test tensorflow

Last synced: 13 Apr 2026

https://github.com/techeng322/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 13 Apr 2026

https://github.com/haidermalikk/neural-network-circuit-optimizer

The Neural Network Circuit Optimizer, built on my custom digital circuit simulator, uses AI and machine learning to optimize simple digital circuits. It leverages neural networks, circuit simulation, and optimization algorithms to reduce component count which improves: power usage, and execution time and efficiency. *Under Dev see Readme*

ai jupyter-notebook matplotlib ml numpy pandas python pytorch sqlalchemy tensorflow

Last synced: 10 Apr 2026

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 12 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/gustavohenriqueschmitz/customer-segmentation

An unsupervised classification model with the objective of discovering and understanding customer profiles.

python tensorflow

Last synced: 30 Apr 2026

https://github.com/jakegrigsby/supersonic

Multiworker PPO with random network distillation in eager execution Tensorflow

deep-reinforcement-learning ppo rnd sonic tensorflow

Last synced: 11 Apr 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/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/jesussantana/ibm-deep-learning-with-tensorflow

In this TensorFlow course, you will be able to learn the basic concepts of TensorFlow, the main functions, operations and the execution pipeline.

deep-learning machine-learning neural-network neural-networks python tensorflow tensorflow-models

Last synced: 20 Jan 2026

https://github.com/jackhowa/british-american-hello-ai

My wife (British) and I (American) made a model of us saying hello

ai audio-analysis teachable-machine tensorflow

Last synced: 15 Mar 2025

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/thomasthaddeus/ai-ml-project

This repository is dedicated to building a computer vision model, primarily focused on detecting potholes. The model is trained on a variety of datasets and is designed to assist urban municipalities in improving road maintenance and repair procedures.

ai keras machine-learning preprocessing python tensorflow

Last synced: 20 Apr 2026

https://github.com/itdxer/deeplab

Deeplab v3 for Semantic Segmentation in NeuPy and Tensorflow

deep-learning deeplab deeplabv3 neupy semantic-segmentation tensorflow

Last synced: 05 May 2026

https://github.com/alex-lechner/carnd-trafficsignclassifier-p2

An approach to classify traffic signs with neural networks in TensorFlow. Project 2 of Udacity's Self-Driving Car Engineer Nanodegree Program.

autonomous-vehicles convolutional-neural-networks deep-learning neural-networks self-driving-car tensorflow tensorflow-tutorials udacity-self-driving-car

Last synced: 16 Mar 2025

https://github.com/fabiancormier/cross-domain-transfer-learning-from-human-motion-to-robot-fault-detection

The code trains an LSTM-based residual model on human motion data and applies transfer learning to detect robotic joint faults. It preprocesses data, maps robot features to human-like patterns, and fine-tunes a model while freezing early layers. The optimized model is evaluated with class weighting, callbacks, and feature importance analysis.

bilstm-model feature feature-adaptation feature-engineering fine-tuning lstm-model lstm-neural-networks nn rnn tensorflow

Last synced: 26 Jun 2025

https://github.com/kevinanielsen/tfjs-image-node

A simple image classifier using tfjs, that can run in Node.js

ai learning machine ml node tensorflow tensorflowjs tf tfjs tfjs-node typescript

Last synced: 04 Feb 2026

https://github.com/gdapriana/clickbait-detector-backend

This repository contains the backend logic for the “Clickbait Detector” app. Built using Python, it employs an Artificial Neural Network (ANN) to predict the likelihood of a news headline being clickbait. It provides REST API endpoints to interact with the model.

flask python scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/bhattbhavesh91/tf-numpy-example

Faster NumPy using Tensorflow's tf.experimental.numpy module

keras numpy tensorflow

Last synced: 01 May 2026

https://github.com/kartikeya443/handgesture_detection_opencv

A Computer Vision based model trained on data sets of over 300 inputs for a particular gesture is able to detect and identify human hands gestures effortlessly and is able to track the coordinates for further modifications in its usage for controlling devices like mouse and windows (control features are in development).

deep-learning mediapipe numpy opencv tensorflow

Last synced: 11 Apr 2026

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/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 11 Apr 2026

https://github.com/salvacorts/keras_evosearch

Keras hyperparameter optimization with Evolutionary Algorithms

evolutionary-algorithms grpc keras protobuf tensorflow

Last synced: 16 Apr 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/thoth-station/ps-nlp

This is a repository for a Predictive Stack for Natural Language Processing (NLP)

natural-language-processing nlp python pytorch tensorflow

Last synced: 10 Apr 2025

https://github.com/asofter/tm-bot-sight-recognizer

Telegram bot which recognizes sights in Chernivtsi, Ukraine using Inception model and Tensorflow.

inception python telegram telegram-bot tensorflow tensorflow-examples tensorflow-experiments tensorflow-object-detection-api

Last synced: 17 Apr 2025

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/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/jayakrishnagaddam/deep_sheild_

This is a Machine Learning applied Artificial intelligence project. Deepsheild is a cutting-edge deepfake detection system designed to safeguard the integrity of visual content in an era where synthetic media poses unprecedented challenges. Deepsheild stands as a robust fortress against the proliferation of manipulated videos and images.

artificial-intelligence bootstrap css cv2 deep-learning flask html machine-learning mongodb numpy tensorflow torch

Last synced: 11 Jan 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/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/amogh7joshi/deeptoolkit

A deep learning library containing implementations of popular algorithms and extensions to TensorFlow and Keras, with an in-built computer vision module.

deep-learning keras neural-networks python tensorflow

Last synced: 05 Jan 2026

https://github.com/abhi-bhatra/thinknlearn

Think & Learn is a study mate to students. Learning becomes easy with the integration of AI as a services. Think & Learn is based on the same principle. It brings you the set of AI services, which will aid to study.

azure docker education github-actions js machine-learning tensorflow

Last synced: 11 Apr 2026

https://github.com/pat-alt/neuralnets

A small project on the use of deep learning for natural language processing (NLP).

deep-learning lstm rnn tensorflow word2vec

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/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/qanastek/tictactoe

The TicTacToe game in JavaFX with a multilayer perceptron (MLP)

controlsfx css fxml java javafx scenebuilder tensorflow ux-design

Last synced: 12 Apr 2026

https://github.com/albbus-stack/upscale-io

A simple tool to upscale your images.

flask heroku isr tensorflow upscale upscaling

Last synced: 07 Jan 2026

https://github.com/bunu23/image-classification-resnet50-streamlit

This project demonstrates an image classification system using ResNet50, fine-tuned on a custom dataset. It includes a Streamlit application for user interaction, allowing image uploads and classification results. It integrates Google's generative AI models for enhanced analysis.

cnn deep-learning generative-ai keras matplotlib numpy pillow python resnet-50 streamlit tensorflow

Last synced: 07 Apr 2026

https://github.com/payalord/tf-jupyterlab

Docker container with tensorflow and jupyterlab

jupyterlab tensorflow

Last synced: 01 Sep 2025

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/vtomlin1/portfolio

Here are some projects that I have worked on.

databases machine-learning mysql pandas-python python tableau-public tensorflow

Last synced: 07 Jan 2026

https://github.com/86lekwenshiung/neural-network-with-tensorflow

Classification , Regression , Neural Network , CNN , Transfer Learning , NLP with Tensorflow

deep-learning natural-language-processing neural-network tensorflow transfer-learning

Last synced: 14 May 2026

https://github.com/nitesh-thapliyal/brailleease

Understand Braille code with ease!

cnn flask keras python tensorflow

Last synced: 11 Apr 2026

https://github.com/danibcorr/musicgenreclassifier

Music genre classifier for automatic equalization parameters for JamesDSP using CNN with Transformers.

classification cnn deep-learning dsp equalization jamesdsp music python spectrogram tensorflow transformer

Last synced: 15 Mar 2025