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/kasraskari/cifar-10

Classifying CIFAR-10 images (CNN, KerasTuner CNN, Wide-and-Deep)

cifar-10 deep-learning jupyter-notebook keras keras-tensorflow neural-network python tensorflow tuning

Last synced: 28 Apr 2026

https://github.com/nayeem01/sports-action-recognition-lstm-

LSTM sports actions recognizer

holistic opencv python tensorflow

Last synced: 28 Apr 2026

https://github.com/gustavohenriqueschmitz/ai-iris-flower-classification

A classification AI model, that basing on the width and length of the sepals and petals of an Iris flower, identify the specie. Between setosa, versicolor and virginica.

machine-learning python3 tensorflow

Last synced: 28 Apr 2026

https://github.com/wlopezm-unal/cnn_tensorflow

Notebook on the use of the VGG19 model of a Convolutional Neural Network (CNN) for image classification of natural scenes. The framework is TensorFlow

cnn python tensorflow vgg19-model

Last synced: 28 Apr 2026

https://github.com/gmcgibbon/udacity-dlnd-project-3

Udacity Deep Learning Nanodegree - Project 3

deep-learning jupyter-notebook rnn tensorflow udacity

Last synced: 28 Apr 2026

https://github.com/aliemad5/yolo-keras-object-detection-model

This project runs real-time object detection with YOLOv11 and OpenCV. It captures webcam frames, detects objects, and displays bounding boxes with labels. It uses my custom Keras CNN for training. See details about the CNN at the website below. This code is for view and test only. If you want to use it in real projects read the LICENSE.

ai image keras object-detection opencv python tensorflow yolov11

Last synced: 28 Apr 2026

https://github.com/minar09/spatial-transformer-networks

Spatial Transformer Networks (STN) implementation in TensorFlow

spatial spatial-transformer-network spatial-transformer-networks stn tensorflow transformer

Last synced: 29 Apr 2026

https://github.com/bharatpurohit97/gui-tensorflow

A simple GUI for Tensorflow using Tkinter

tensorflow tkinter

Last synced: 29 Apr 2026

https://github.com/jm1225/skin-disease-classification-using-vgg-and-resnet

developed a convolutional neural network to classify distinct skin diseases extracted from the dataset ‘dermnet’, using VGG-16 and ResNet-50 achieving the validation accuracy of ‘96.03%’ and ‘90.48%’ in respective model.

ai-ml-classification cnn-classification resnet tensorflow vgg16

Last synced: 29 Apr 2026

https://github.com/cseas/image-classifier

Deep Neural Network Classifier to recognise images based on custom training classes.

classify-images deep-learning deep-neural-networks image-classifier python python3 tensorboard tensorflow

Last synced: 29 Apr 2026

https://github.com/minar09/fcn-unet-tensorflow

TensorFlow implementation of FCN and U-Net models

fcn segmentation semantic tensorflow u-net unet

Last synced: 29 Apr 2026

https://github.com/hyzhak/tfdatasets

middleware in pipeline between dataset and TensorFlow classifier

dataset-manager pipeline tensorflow

Last synced: 29 Apr 2026

https://github.com/saadamir1/vae-gan-comparison

Comprehensive comparison of VAE vs GAN architectures for image generation on CIFAR-10 dataset with quantitative evaluation metrics

cifar10 deep-learning gan generative-models image-generation machine-learning neural-networks tensorflow vae

Last synced: 29 Apr 2026

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

Image classification with tensorflow/keras

computer-vision deep-learning keras opencv tensorboard tensorflow

Last synced: 29 Apr 2026

https://github.com/ollycassidy13/captcha

Python toolflow to pass CAPTCHA tests

captcha captcha-solver tensorflow

Last synced: 29 Apr 2026

https://github.com/sophiemberger/minnie-vs-sheep

😸🐑This is an image classifier which was trained to distinguish between images of my cat "Minnie" and sheep. It makes sense once you see my cat!

image-classification machine-learning python tensorflow

Last synced: 29 Apr 2026

https://github.com/johnpaulada/tensorflow-template-notebooks

A collection of Jupyter notebooks with templates for executing a variety of tasks with TensorFlow.

jupyter jupyter-notebook templates tensorflow tensorflow-notebooks tensorflow-tutorials

Last synced: 29 Apr 2026

https://github.com/suyashsonawane/myneuralnet

This is a simple Neural Network made with layers API from Tensorflow.js which is really cool library.

javascript neural-network tensorflow tensorflowjs

Last synced: 29 Apr 2026

https://github.com/samuele-lolli/satellite-image-inpainting

Creating a convolutional neural network to solve an inpainting task.

convolutional-neural-networks keras tensorflow

Last synced: 29 Apr 2026

https://github.com/parryqiu/machine-learning-tutorials

机器学习资料与源码归档。

ai machine-learning ml tensorflow

Last synced: 29 Apr 2026

https://github.com/lucasmagnum/tensorflow-js-teachable-image-classifier

Teachable image classifier using TensorFlow.js with MobileNet + KNN Classifier

tensorflow tensorflow-js

Last synced: 29 Apr 2026

https://github.com/bdr-pro/tensorflow

"Dive into AI with our project: Train neural nets on MNIST, perform linear regression with TensorFlow, and analyze videos with LSTM. #AI #TensorFlow #DeepLearning"

ai deep-learning machine-learning nueral-networks tensorflow

Last synced: 29 Apr 2026

https://github.com/jiamings/tfdatasets

Read and write common datasets into TensorFlow Records format.

datasets tensorflow

Last synced: 29 Apr 2026

https://github.com/niweera/learndataanalytics

In this lifetime I might learn Data Analytics, Machine Learning, Neural Networks, Artificial Intelligence, etc.

machine-learning tensorflow tensorflow2

Last synced: 29 Apr 2026

https://github.com/nishanikasineshan/location-identifier-using-speech-command-identification

This project is about identifying the location based on sound/voice. Speech command identification is used to implement this project.

location-identifier python speech-command-recognition speech-recognition supervised-learning tensorflow

Last synced: 29 Apr 2026

https://github.com/drewxs/object-detection

Object detection with Tensorflow

object-detection react tensorflow

Last synced: 29 Apr 2026

https://github.com/nishanth619/hybrid-orange-classification-using-neural-networks

An Flask application for classifying Different types of Hybrid Oranges from different parts of the world

artificial-intelligence cnn-model deep-learning flask-application inceptionv3 mobilnet neural-network tensorflow

Last synced: 29 Apr 2026

https://github.com/voldien/superresolution

Machine Learning - Super Resolution

machine-learning model super-resolution tensorflow

Last synced: 29 Apr 2026

https://github.com/yh-cgqz/skin-lesion-classification-isic2019

Deep learning project for skin lesion classification using the ISIC 2019 dataset. Implements a MobileNet + Vision Transformer (ViT) hybrid model with comparative evaluation against ResNet-50, InceptionV3, and EfficientNetB0. Includes Grad-CAM for interpretability.

deep-learning isic-2019 skin-cancer tensorflow

Last synced: 29 Apr 2026

https://github.com/debanitrkl/atford

the set of programs would be able to detect a pet throough the use of a suitable pre-trained dataset

image-recognition imageprocessing machinelearning-python pet-project petfinder-api tensorflow

Last synced: 29 Apr 2026

https://github.com/piyushjimiwal/heart_disease_prediction

A Neural Network-based heart disease prediction model using TensorFlow and Scikit-learn

classification healthcare heart-disease keras machine-learning neural-network python student-project tensorflow

Last synced: 29 Apr 2026

https://github.com/atharvapathak/hand_gesture_recognition_case_study

This project involves building a 3D Convolutional Neural Network (CNN) to correctly recognize hand gestures by a user to control a smart TV using 3D-CNN and 2D-CNN + RNN/LSTM/GRU.

cnn deep-neural-networks gesture-recognition machine-learning palm-detection python pytorch resnet tensorflow video-processing

Last synced: 29 Apr 2026

https://github.com/splch/statistical-mozart

A quick tutorial of Tensorflow's Magenta library. This article covers the process of completing Mozart's Requiem (K. 626).

machine-learning magenta mozart tensorflow

Last synced: 29 Apr 2026

https://github.com/ahmedtrb/aess-challenge-ensi-sb

use satellite SAR images and a deep learning model to detect oil spills, calculate their size and surface area. It also includes a web platform as a prototype for visualizing and alerting investigation and response teams about oil spill incidents.

conditional-generative-adversarial-networks deep-learning oil-spill python react satellite-imagery tensorflow

Last synced: 29 Apr 2026

https://github.com/tbarlow12/learn-it-your-way

Using Python Flask, I wanted to create a simple web API that allows users to upload a dataset, choose one or more models, store them server side, and then hit an endpoint to get a prediction.

flask machine-learning python scikit-learn tensorflow

Last synced: 29 Apr 2026

https://github.com/juan-dio/rnn-lung-cancer-classification

Tugas Proyek Mata Kuliah Proyek Sains Data: Implementasi metode machine learning

classification lung-cancer machine-learning python recurrent-neural-networks streamlit tensorflow

Last synced: 29 Apr 2026

https://github.com/devdogukan/turkish-news-categorization

Categorization with Turkish News

categorization dataset flask tensorflow

Last synced: 30 Apr 2026

https://github.com/divyasreedoppalapudi/sign-language-recognition

Designed and implemented real-time sign language recognition system using advanced deep learning, computer vision, and object detection; reduced interpretation time by 40 percent for users with hearing impairments.

machine-learning python tensorflow tensorflow2 tts

Last synced: 30 Apr 2026

https://github.com/alexandengstrom/blundernet-chess-engine

A neural network-based chess engine that predicts the next move without traditional search. Includes a Pygame GUI for local play and Lichess API integration for online games.

chess engine lichess network neural pygame tensorflow

Last synced: 30 Apr 2026

https://github.com/hcnoh/multi-speaker-tacotron-tensorflow

A TensorFlow implementation of Multi-Speaker Tacotron which was introduced on Deep Voice 2 paper by Baidu.

deep-learning python3 tacotron tensorflow tensorflow-models text-to-speech

Last synced: 30 Apr 2026

https://github.com/salwaelkaddaoui/unet

Implementation of the paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" By Olaf Ronneberger, Philipp Fischer, Thomas Brox, 2015 in Tensorflow 2.x low level API.

deep-learning neural-networks semantic-segmentation tensorflow

Last synced: 30 Apr 2026

https://github.com/sk-g/mnistgantemp

Experiments with GAN architectures on pytorch,keras,tensorflow and CNTK

cntk computer-vision gan generative-adversarial-network keras neural-network pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/ameyjoshi0209/dog-vision

A dog breed identification model specializing in precise classification from images, leveraging advanced transfer learning techniques with TensorFlow, Keras, and GPU acceleration

cnn-keras jupyter-notebooks keras-neural-networks machinelearning neural-network numpy-python pandas-python python3 scikitlearn tensorflow transfer-learning-with-cnn

Last synced: 30 Apr 2026

https://github.com/hyzhak/cpu-vs-gpu

we compare results from CPU with GPU here. playground is tensorflow

cpu cpu-vs-gpu deep-learning gpu jupyter machine-learning tensorflow

Last synced: 30 Apr 2026

https://github.com/namanchandok/asl-translator

Sign Language Translator using CNN

asl cnn python tensorflow

Last synced: 30 Apr 2026

https://github.com/mohammedsohail-dev/internship_cabs

Predictive and Prescriptive Analytics Using LSTM techniques

bilstm gru lstm-neural-networks python tensorflow

Last synced: 30 Apr 2026

https://github.com/asifrahaman13/speaker-dnn

An application to verify the speaker from the voice. Uses tensorflow, fast api, Next js, librosa libraries.

python tensorflow

Last synced: 30 Apr 2026

https://github.com/machinelearningzuu/everything-about-explainable-ai

In this repository I demonstrate whole concepts of Explainable AI with easy to understand hands-on.

deep-learning explainable-ai machine-learning tensorflow

Last synced: 30 Apr 2026

https://github.com/md-nur/plantaid-client

PlantAId is a web application that uses TensorFlow CNN to analyze leaf photos and detect diseases in 14+ crops. Built with FastAPI (backend) and Next.js (frontend), it aims to help farmers identify crop diseases early and improve yield. Future plans include an offline mobile app for remote areas.

fastapi nextjs tensorflow

Last synced: 30 Apr 2026

https://github.com/aflucas-uom/ari2129-group-project-part-b

This repository demonstrates data augmentation techniques using TensorFlow, PyTorch, and OpenCV to enhance image classification. It includes Jupyter Notebooks with practical applications on the COTS dataset and a comparative analysis of the results.

cots data-augmentation datasets opencv pytorch tensorflow

Last synced: 30 Apr 2026

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

Repositório criado com o objetivo de organizar os estudos e práticas desenvolvidas em Machine Learning

keras python pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/ankitamungalpara/huggingface-nlp

This repository introduces the 🤗 Transformers library, covering Transformer models, fine-tuning on datasets, and result sharing. You’ll learn to handle classic NLP tasks using 🤗 Datasets and 🤗 Tokenizers. Finally, explore advanced applications in speech processing and computer vision, preparing to build and optimize models for diverse ML.

huggingface-transformers nlp python3 pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/masoudjawnf/spam-message-classifier

SMS Spam Classifier using Neural Networks

ai keras neural-network perseptron pyhton sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/scholarchen20/pythonlp

Python保姆级教学附有对应的demo项目(成绩管理系统),适合小白打基础。此外还包含Numpy,Tensorflow,Pytorch示例代码提供学习使用上手

image-classification image-processing numpy pands python pytorch system tensorflow

Last synced: 30 Apr 2026

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

gans hep-ph high-energy-physics keras machine-learning python tensorflow

Last synced: 30 Apr 2026

https://github.com/andydevs/ml-digit-recognition

Trains a neural network to recognize handwritten digits from the MNIST database.

machine-learning neural-network tensorflow tensorflow-tutorials

Last synced: 30 Apr 2026

https://github.com/shehbaz-singh/airwrite

AirWrite is an AI-powered system that converts air-drawn gestures into text using real-time hand tracking and deep learning classification. Built with OpenCV and TensorFlow, it enables touch-free interaction through finger movement, making it ideal for accessible, hygienic, and intuitive digital communication.

deep-learning opnecv pygame python tensorflow

Last synced: 30 Apr 2026

https://github.com/piyush-kumar-ghosh/mnist-digit-recognition

Deep learning project for image classification using TensorFlow and the MNIST dataset.

cnn deep-learning mnist tensorflow

Last synced: 30 Apr 2026

https://github.com/hayatiyrtgl/art_by_dcgan

This code sets up and trains a GAN to generate artwork images using Keras and TensorFlow, defining and compiling discriminator and generator networks, and saving results.

ai ann artificial-intelligence gan gans generative-adversarial-network generative-ai generative-art generative-model python python-tensorflow python3 tensorflow

Last synced: 30 Apr 2026

https://github.com/yashbhutwala/pong-ai

Deep Q-Learning Networks vs. Policy Gradient Learning in OpenAI Gym's Pong Environment

deep-q-learning numpy openai-gym policy-gradient pong python tensorflow

Last synced: 30 Apr 2026

https://github.com/devwaqarahmad/ai-powered-animal-classifier

A multi-class animal image classification project using Convolutional Neural Networks (CNNs) and a Streamlit web interface. Upload any animal image and the model predicts the species in real-time.

animal-classifier cnn deep-learning image-classification mobilenetv2 streamlit tensorflow

Last synced: 30 Apr 2026

https://github.com/opixelum/finmood

Tells if a finance news is either negative, neutral or positive.

artificial-intelligence classification finance keras sentiment-analysis tensorflow

Last synced: 30 Apr 2026

https://github.com/mawadamhd/deep-learning-with-keras-and-tensorflow-course

This repository contains materials for Deep Learning with Keras and TensorFlow course. This includes Jupyter notebooks, datasets, assignments, and solutions .

deep-learning deep-neural-networks keras keras-tensorflow tensorflow

Last synced: 30 Apr 2026

https://github.com/en10/mnist

Several MNIST Tensorflow Models

handwriting machine-learning mnist neural-network tensorflow

Last synced: 30 Apr 2026

https://github.com/envy047/skin-cancer-detection

Diagnose.AI A skin cancer detection ai

cancer geopy python skin tensorflow

Last synced: 30 Apr 2026

https://github.com/kumailn/machinelearning

Machine learning with Python

machine-learning python scikit-learn tensorflow

Last synced: 30 Apr 2026

https://github.com/aminkhavari78/abalone-data-set-

Abstract: Predict the age of abalone from physical measurements

keras linear-models matplotlib neural-network num panda sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/evertonsavio/artificial-intelligence-specialization

AI residency Hub program at FIEP. Base Codes Repository for specialization in Artificial Intelligence at AI2.

artificial-intelligence jupiter-notebook keras python tensorflow

Last synced: 30 Apr 2026

https://github.com/greeshraj/crop-disease-classification

Crop Disease Classification backend https://crop-disease-classification.onrender.com frontend hosted at https://cropdiseaseclassification.netlify.app/

cnn-classification convolutional-neural-networks deep-learning keras python3 tensorflow

Last synced: 30 Apr 2026

https://github.com/om4ai/tensorflow-developer-specialization

Populating all my Jupyter notebooks as part of the DeepLearning.AI's TensorFlow Developer Specialization. This specialization consists of 4 courses on topics like Introduction to TensorFlow, Computer Vision, Natural Language Processing (NLP) and Sequence time predictions.

computer-vision coursera jupyter-notebook keras nlp python3 tensorflow time-series

Last synced: 30 Apr 2026

https://github.com/ola-kaznowska/summer-programming-camp-gp-travel-2024

Projects implemented at summer programming camp https://github.com/ArsBeneMoriendi

ai artificial-intelligence cv2 json math neural-network numpy python3 tensorflow

Last synced: 30 Apr 2026

https://github.com/antoniostipic/agario_ai

AI for playing custom Agar.io game using TensorFlow.js and p5.js

agario agario-clone ai genetic-algorithm p5js tensorflow tensorflowjs

Last synced: 01 May 2026

https://github.com/tonywu71/fast-reverse-image-search

Fast reverse image search engine. Based on a custom fine-tuned version of ResNet-50 on the BAM! dataset. Similar image retrieval is performed using Locally Sensitive Hashing (LSH).

cnn image-search lsh resnet tensorflow

Last synced: 01 May 2026

https://github.com/salamalsam/ai-mvps

A collection of open-source, educational MVPs for learning and development. Explore hands-on examples in AI, machine learning, web development, IoT, and more. Designed for students, developers, and educators, this repository encourages experimentation and practical learning. Contributions are welcome!

artificial-intelligence deep-learning keras-tensorflow neural-network python recognition-algorithms recognizing-handwritten-digits salamaslam tensorflow

Last synced: 01 May 2026

https://github.com/maccauhuru/js-machine-learning

JavaScript Machine Learning Using ml5.js , p5.js and TensorFlow JS Library

image-classification javascript machine-learning ml5js p5js tensorflow

Last synced: 01 May 2026

https://github.com/gingerhot/tensorflow-notebook-binder

TensorFlow notebook for Binder

tensorflow tensorflow-examples

Last synced: 01 May 2026

https://github.com/yigitozgumus/iacv_project

Anomaly Detector from Denoising Network for the Image Analysis and Computer Vision course at Politecnico di Milano

anomaly-detection autoencoder computer-vision denoiser-network image-analysis machine-learning project tensorflow

Last synced: 01 May 2026

https://github.com/lfgodoi/intelligent-spacecraft-pose-estimator

A computer vision solution based on digital image processing and neural networks for estimating the pose of known uncooperative spacecraft.

aerospace-engineering convolutional-neural-networks image-processing machine-learning spacecraft tensorflow

Last synced: 01 May 2026

https://github.com/tiffanykousiman/graph-attention-neural-network-for-twitter-topic-modelling

Examining Graph Attention Neural Network for Short-Text Topic Modelling using Document Neighbourhood Affinity: A Hydrogen Energy Discourse on Twitter

graph-attention-network graph-neural-network hydrogen-energy short-text-topic-modelling tensorflow topic-modelling twitter-api

Last synced: 01 May 2026

https://github.com/minar09/deeplabv2-resnet101-tensorflow

DeepLabV2-ResNet101 implementation in TensorFlow and python 3

deeplab python3 resnet resnet-101 tensorflow

Last synced: 01 May 2026

https://github.com/kalashsathawane/weight-usage-analyser

Analyze neural network weight usage with WeightUsageAnalyzer. Optimize your models in PyTorch and TensorFlow for efficiency and performance. 🐙💻

ai flops-analysis keras keras-tensorflow machine-learning network-analysis neural-network pruning pytorch tensorflow toolkit torch weight weights-visualization

Last synced: 01 May 2026

https://github.com/adityanandanx/kalam2

Kalam2 is a full-stack handwriting generation application. It consists of a FastAPI backend for generating SVG handwriting using machine learning, and a Next.js frontend for user interaction and visualization.

fastapi handwriting-synthesis nextjs rnn svg tensorflow

Last synced: 01 May 2026

https://github.com/konynour/tf-object-detection

This project implements an object detection system using TensorFlow and OpenCV, designed to identify and classify objects in images or video streams. By utilizing pre-trained models from the TensorFlow Object Detection API, this project allows users to detect multiple objects in real-time or from static images.

frozen jupyter-notebook matplotlip opencv python-script python3 tensorflow tensorflow-object-detection-api

Last synced: 01 May 2026