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/erenokur/machine-learning-playground

Experiment with machine learning and AI algorithms, write guides, and documents.

hidden-markov-model machine-learning numpy python pytorch sckit-learn tensorflow

Last synced: 17 Apr 2026

https://github.com/refcell/fractaltreemodels

Side project to create fractal tree models

fractal fractals python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/nazli-d/binary-classification-using-cnn

This project utilizes a CNN model to classify cat and dog images through training and testing processes. The model is created using the Keras library on the TensorFlow backend.

binary-classification cat-and-dog-classifier cnn convolutional-neural-networks flatten keras max-pooling numpy opencv python relu-activation sigmoid-function tensorflow

Last synced: 13 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/aleenabukhari/credit-card-fraud-detection---gen-ai-

SecureTrust Financial Services, a financial institution, has asked us to help them improve the accuracy of their fraud detection system. The model is a binary classifier, but it's not performing well due to data imbalance. Through frameworks such as TensorFlow and Keras in Python, I have created and trained a Generative Adversarial Network(GAN).

ai discriminator-model generative generative-adversarial-network keras-tensorflow tensorflow

Last synced: 15 Apr 2026

https://github.com/rfcx/tfk-audio

Tools for TensorFlow/Keras audio recognition workflows

audio audio-analysis audio-classification audio-processing deep-learning keras tensorflow tensorflow2

Last synced: 20 Feb 2026

https://github.com/nemeslaszlo/dog_breed_identification

Dog breed identification model to identify and label 120 different dog breeds.

matplotlib numpy pandas tensorflow tensorflow-hub

Last synced: 13 Apr 2026

https://github.com/ranjitodedra/cleantomato

Tomato Disease Finder Application

fastapi google-cloud python tensorflow

Last synced: 13 Apr 2026

https://github.com/benehiko/tensorflowobjectdetectautolabel

Auto Label training data using a small trained model

pascal-voc tensorflow tensorflow-object-detection-api

Last synced: 11 Apr 2026

https://github.com/kitajussus/linearregresion.tf.keras

ml linear regresion made on base from tensorflow documentation

dnn keras-tensorflow machine-learning neural-network tensorflow

Last synced: 23 Mar 2025

https://github.com/joshyattridge/gptkeras

Automates Keras model design using GPT - generates architectures, tunes hyperparameters, and tracks experiments.

chatgpt gpt keras llm tensorflow

Last synced: 18 Apr 2026

https://github.com/anshlulla/melodify

Exploring Generative Music using Autoencoders

autoencoders python tensorflow

Last synced: 17 Apr 2026

https://github.com/johnpaulada/tf-for-web-devs-demo

🎉 A demo for using TensorFlow.js to scan vote ballots.

database deep-learning javascript machine-learning tensorflow tensorflow-js tensorflowjs

Last synced: 17 Apr 2026

https://github.com/diegoperea20/nextjs-wine-quality-prediction

Nextjs Wine quality prediction with Tensorflow converting .h5 model to tensorflowjs that is .json and .bin

h5 json model nextjs prediction quality tensorflow wine

Last synced: 11 Apr 2026

https://github.com/kubetrail/tfutil

lib: Generics based Go (Golang) interface to TensorFlow tensors

generics golang-library tensorflow tensors

Last synced: 29 Apr 2026

https://github.com/shashkash/semseg

TensorFlow implementation of Semantic Segmentation approaches that use CNN

semantic-segmentation tensorflow

Last synced: 17 Apr 2026

https://github.com/dimiz51/facevit

FaceViT: A multi-task Vision Transformer for face detection, age estimation, and gender prediction, demonstrating the ability of the Vision Transformer to perform great across different tasks such as object detection and classification.

classification deep-learning object-detection tensorflow vision-transformer

Last synced: 29 Apr 2026

https://github.com/hossein-rahmati/fuel-efficiency

This project focused on predicting vehicle fuel efficiency using machine learning techniques. It utilizes the classic Auto MPG dataset, which includes various vehicle attributes such as engine size, horsepower, weight, and miles per gallon (MPG).

deep-learning neural-network python tensorflow

Last synced: 12 May 2026

https://github.com/bhattbhavesh91/google-io-tf-hub-talk

My Lighting Talk at Google IO on Landmark Detection using TensorFlow Hub

google-io landmark-detection talks tensorflow tensorflow-hub webinar

Last synced: 17 Apr 2026

https://github.com/harvie-mz/skin_scan

Skin_Scan a Mobile application aimed at detecting skin diseases through machine learning using smartphone cameras implemented using flutter and flask framework.

cnn flask flutter http tensorflow

Last synced: 06 May 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/edwinabdonshayo/uno-recognition

UNO Recognition Program. Using the CNN technology to train a dataset of UNO cards.

cnn dataset gpu keras opencv pillow python recognition tensorflow uno unocards

Last synced: 26 Jan 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/diegoperea20/nextjs-classification-cats-and-dogs-with-tensorflowjs

Nextjs application for classifying images of cats and dogs using tensoflowjs, converting a.h5 model to tensorflowjs that is .json and .bin

cats classification dogs json model nextjs pynb python tensoflowjs tensorflow

Last synced: 12 Apr 2026

https://github.com/michael1ding/melanoma-camera-classification

Use custom built and converted hdf5 -> tflite model to classify skin lesion malignity with camera engine built into app.

android-studio image-classification keras kotlin-android melanoma-detection tensorflow

Last synced: 18 Apr 2026

https://github.com/krpal2001/proctoring-application

Proctoring application utilizing Machine Learning in Python for comprehensive student monitoring, ensuring integrity and fairness in online assessments through advanced real-time analysis and detection.

csv-files machine-learning machine-learning-algorithms mediapipe opencv python streamlit-webapp tensorflow

Last synced: 26 Feb 2026

https://github.com/saadmairaj/digit-recognition

This is a Machine Learning Model based on the Keras algorithm that can Recognise Hand-Written digits from this model and can also Train more.

digit-recognition-application keras-tensorflow machine-learning python tensorflow tensorflow-examples tkinter-gui

Last synced: 21 Jan 2026

https://github.com/amir-tav/transfer-learning-with-resnet_50

how to implement Transfer Learning using the pre-trained ResNet50 model to classify different types of flowers

jupyter-notebook keras-tensorflow machine-learning python3 tensorflow transfer-learning

Last synced: 18 Apr 2026

https://github.com/carlosyazid/energy-uk

Time series models for forecasting solar energy consumption and generation in the United Kingdom.

azure mlflow tensorflow

Last synced: 13 Apr 2026

https://github.com/akash-nath29/image-classifier

A Machine Learning Model capable to detect person's mood (happy or sad) from image

deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models

Last synced: 13 Feb 2026

https://github.com/au-re/vae

:mortar_board: A simple variational autoencoder implementation

deep-learning machine-learning tensorflow

Last synced: 29 Apr 2026

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/ronnie-allen/music-genre-classification-with-cnn

A machine learning model for classifying music genres based on audio features. This repository contains the code and resources for building, training, and evaluating the model using popular libraries like TensorFlow and scikit-learn. It aims to predict the genre of music from raw audio data, providing a practical solution for music classification..

classification-model machine-learning ml-projects python streamlit tensorflow

Last synced: 29 May 2026

https://github.com/cs2219/emailspam_detection_tensorflow

Email spam detection using tensorflow python

detection python spam tensorflow

Last synced: 29 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/ruzafa8/smartbuilding

Winning project of the hackathon at the Korea Electronics Technology Institute (KETI) with the award for Best Device Integration and Innovation. Smart building system using OneM2M protocol, featuring a smart parking system and an IoT-enabled elevator. The system automates parking access, elevator preparation, and home device activation.

arduino iot javascript license-plate-recognition mobius onem2m python react tensorflow

Last synced: 06 Feb 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/gaurang-1402/chatrobotaxi

🚗 Self-driving car controlled by natural language

gazebo opencv ros2-foxy tensorflow

Last synced: 18 Apr 2026

https://github.com/chayuto/yamnet-cry-distill-int8

Python ML for training a custom on-device cry model (knowledge-distilled from YAMNet, INT8, deployed on ESP32-S3)

audio-classification audioset cry-detection embedded-ml esp32 esp32-s3 int8-quantization knowledge-distillation on-device-ml tensorflow tflite tinyml yamnet

Last synced: 04 Jun 2026

https://github.com/bhuvan588/microsoft-stock-price-prediction-using-lstm

Univariate Stock price prediction using LSTM (Long Short Term Memory).

deep-learning keras lstm rnn stock-price-prediction tensorflow

Last synced: 20 Jan 2026

https://github.com/shivam1808/object_detection

Create your own custom object detector using the Tensorflow Object Detection API.

object-detection object-detection-api object-detection-label own-dataset tensorflow tensorflow-models

Last synced: 27 Oct 2025

https://github.com/antonio-f/deeplearning_project5-gan-face-generation

Using generative adversarial networks to generate new images of faces (datasets: MNIST, CelebA).

celeba celeba-dataset face-generation gan generative-adversarial-network mnist tensorflow udacity udacity-deep-learning

Last synced: 19 Jun 2025

https://github.com/ismailtekin05/caloriedetectingai

🍎🔍 Smart AI system that identifies food items in photos and calculates their calorie content automatically. Built with TensorFlow, YOLOv8, CUDA and computer vision for accurate nutrition tracking.

ai aimodel calorie-calculator computer-vision cuda data-analysis data-science data-segmentation data-visualization dataset dataset-generation image-processing image-recognition python segmentation-models tensorflow ultralytics yaml yolo yolov8

Last synced: 29 Apr 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/faustinopsy/ml-emocoes

Projeto tensorflow e machine learning detectar emoções

machine-learning tensorflow

Last synced: 24 Mar 2025

https://github.com/sergioskar/datascience

Implementation of Data Science Algorithms ,Data imported from SQL Database

data-science python recommender-system recurrent-neural-networks regression sklearn tensorflow

Last synced: 12 Apr 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/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/kaushalprajapatikp/ann_classification_churn_modelling

This project utilizes an Artificial Neural Network (ANN) to predict customer churn for a bank, based on various customer attributes like demographics, financial details, and account behavior. The model performs binary classification to identify whether a customer is likely to leave the bank (churn) or stay.

artificial-neural-networks deep-learning keras keras-tensorflow machine-learning neural-network python sklearn tensorboard-visualizations tensorflow

Last synced: 09 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/imartinezl/picnic-hackathon-2019

Picnic Image Classification Hackathon on Devpost 📷🍏🍎

gpu image-classification jetson-tx2 keras python tensorflow

Last synced: 28 Feb 2026

https://github.com/florensadimer/snoring_detector_deep_learning

Este projeto contém um modelo de deep learning baseado em um tutorial do TensorFlow para identificar sons de ronco (snoring) e não ronco (not snoring). Desenvolvido como parte de um projeto de pesquisa na PUCRS, que visa auxiliar na análise de distúrbios do sono.

deep-learning health keras python snoring spectrogram tensorflow

Last synced: 19 Apr 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/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/codebytemirza/tensorflow-pytorch-cheat-sheet

PyTorch vs TensorFlow This repository provides an in-depth comparison between PyTorch and TensorFlow, two of the most popular frameworks in the field of AI and Machine Learning. Whether you're a beginner or an expert, this resource will help you understand the core differences, strengths, and use cases of both frameworks.

ai deep-learning pytorch pytorch-tutorial tensorflow tensorflow-tutorials

Last synced: 21 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/avnigoyal25/potato-disease-classification

The Potato Disease Classification Project aims to build a machine learning model capable of accurately classifying different diseases in potato plants.

deep-learning fastapi keras machine-learning python reactjs tensorflow

Last synced: 22 Jan 2026

https://github.com/riolaf05/ai-fire-detection

tensorflow lite converted model of an ai dnn which can be used to detect the presence of fire into uploaded photos

computer-vision continuous-delivery continuous-integration deep-learning devops docker docker-compose flask jupyter-notebook keras mlops python tensorflow tensorflow2

Last synced: 10 Apr 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/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/meetps/tf-devanagri

Convolutional Neural Networks to identify Devanagri characters implemented in Tensorflow

character-recognition convolutional-neural-networks tensorflow

Last synced: 15 May 2026

https://github.com/richayadav03/sign-language-detection-and-conversion-to-text-and-speech

This Python-based project employs deep learning (LSTM) and computer vision to detect sign language gestures, converting them into text and speech. It enhances communication for the hearing-impaired.

gtts lstm opencv python tensorflow

Last synced: 03 Feb 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/abhaskumarsinha/Corpus2GPT

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 06 Mar 2025

https://github.com/anjasfedo/learning-tensorflow

Learning TensorFLow the Machine Learning Library with focus on Neural Network.

learning-resources machine-learning neural-network tensorflow

Last synced: 21 May 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/mghorbani2357/face-match

Face Match built using single shot face recognition to recognize similar faces to shotted face from any image resource. It uses Instagram user profiles as dataset.

face-detection face-recognition python python3 single-shot-face-recognition tensorflow tensorflow2

Last synced: 20 May 2026

https://github.com/anfany/python3-practice

基于Python3的多种工具实例代码、以及流行库的使用贴士

matplotlib numpy pandas python3 tensorflow tips

Last synced: 04 May 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/hcnoh/batch-matmul-tensorflow

TensorFlow 2.0 Implementation for Batch Matrix Multiplication

tensorflow tensorflow-experiments

Last synced: 19 Jan 2026

https://github.com/we-gold/redfinch

An open and functional library for neuro-evolution and reinforcement learning!

evolution javascript neat neural-network neuroevolution reinforcement-learning tensorflow

Last synced: 13 Apr 2026

https://github.com/imswappy/brain-tumor-detection

🧠 Deep learning project for brain tumor classification using MRI images. Built with transfer learning (VGG16 + fine-tuning), TensorFlow/Keras, and deployed via Streamlit. Dataset & model loaded dynamically from KaggleHub. Includes training notebook, evaluation, and interactive web app.

kagglehub keras numpy pandas scikit-learn streamlit tensorflow vgg16-model

Last synced: 13 Apr 2026

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

Docker files to build tensorflow from source

tensorflow tensorflow-addons

Last synced: 27 May 2026