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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/nishanth16082002/zeta-algorithm

Ultra-fast heuristic algorithm for solving the Travelling Salesman Problem (TSP) at scale — 1 million cities in ~3 seconds using pure Python.

ai data-science euler-maclaurin heuristic keras machine-learning nlp open-source route-planning scrapping self-supervised-learning semi-supervised-learning tensorflow zeta-function-algorithm

Last synced: 08 May 2026

https://github.com/jjateen/butterfly-species-classification

This repository contains an Android app for butterfly image classification. The app utilizes a deep learning model for classifying butterfly images.

android-application android-studio convolutional-neural-networks deep-learning image-classification java tensorflow tensorflow-lite

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/ccoupse/mitigasi-kita-machine-learning

Machine learning module for MitigasiKita, a web-based early warning system for earthquake and tsunami risk prediction in Indonesia using TensorFlow and Keras.

data-science deep-learning deepneuralnetworks disaster-mitigation earthquake-prediction keras machine-learning python tensorflow tsunami-warning

Last synced: 28 Apr 2026

https://github.com/kaladabrio2020/introducao-mineracao-de-dados-trabalho-final

Atividade avaliativa da cadeira de Introdução a Mineração de Dados

deep-learning jupyter-notebook machine-learning python tensorflow

Last synced: 08 May 2026

https://github.com/kunalshelke90/potato_disease_classification

Potato Disease Classification using TensorFlow is a project designed to identify three types of potato plant health: Early Blight, Healthy, and Late Blight. This machine learning model employs convolutional neural networks (CNNs) to analyze images, aiding farmers in early disease detection and crop protection.

fastapi gcp python tensorflow

Last synced: 10 Feb 2026

https://github.com/leonardespi/league-of-legends-ann

Artificial Neural Network to predict the lose & victory of League of Legends Matches

article artificial-neural-networks deep-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/nouhabenhamada/image-classification-is-it-real-or-generated-by-ai-

A Streamlit aaplication to distinguish between AI-generated and real images. Utilizing the TensorFlow framework, the core model is based on EfficientNetB0, which has been fine-tuned on a custom dataset containing both fake and real images.

classification efficientnetb0 streamlit tensorflow

Last synced: 08 May 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/maxgfr/selfback-project-tensorflow

Reproduction of CNN of the Selfback project

cnn reproduction tensorflow traxivity

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/quasarbright/taxon

An application for training and using image classifying neural networks through a simple graphical user interface

appjar cx-freeze python tensorflow

Last synced: 29 Apr 2026

https://github.com/roysti10/image_captioning

Image Captioning using Encoder Decoder network , Pretrained models given

checkpoints encoder-decoder-model flickr8k image-captioning tensorflow

Last synced: 28 Jun 2026

https://github.com/yashgorana/tensorflow-starter-project

A starter project template with TensorFlow 2.9 on Python 3.8+

ml mlops python starter-kit starter-template tensorflow

Last synced: 08 May 2026

https://github.com/stifler7/art-generation-using-gans

The aim of this project is to produce stunning and interesting artworks by means of Generative Adversarial Networks (GAN). The model is designed in the form of traditional GAN, where the generator network generates the images and the classifier network classifies them, both implemented in PyTorch.

generative-adversarial-network machine-learning tensorflow

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/ankhoa1212/cpsc-483-final-project

This the final project for CPSC 483 (Introduction to Machine Learning). We developed a machine learning model for classifying medical images.

autokeras convolutional-neural-networks exploratory-data-analysis image-classification machine-learning mnist-dataset python3 pytorch 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/efar301/gym-membership

a description of the project can be viewed here

deep-learning neural-network python streamlit tensorflow

Last synced: 10 Feb 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/sarfaraz530/tensorflow-1762353809979

TensorFlow is an open-source machine learning framework developed by Google. It provides strong support for various platforms, especially Linux, and is widely adopted in the industry due to its active community and production-ready capabilities.

deep-learning google machine-learning open-source tensorflow

Last synced: 16 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/sabhi728/crypto-prediction-ai

Crypto-prediction-AI is a Bitcoin price data collection, analysis and prediction tool. It uses machine learning models to analyze Bitcoin market trends and supports multiple exchange data sources.

ai data-science dataanalysis deep-learning machine-learning nodejs tensorflow

Last synced: 29 Apr 2026

https://github.com/gehad-ahmed30/vegetable-classification-cnn-

A deep learning project for classifying 15 types of vegetables using a CNN model trained on the Vegetable Image Dataset with data augmentation and preprocessing. 🚀

augmentation cnn deep-learning normalization tensorflow

Last synced: 30 Apr 2026

https://github.com/manolito-fatec/ai-server-2025-2

Repository focused on the training, experimentation, and versioning of Artificial Intelligence, Machine Learning, and NLP models. Standardized development environment with Docker.

docker jupyter-notebook python tensorflow

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/julscadenas/stock-price-predictor

Apple (AAPL) Stock price prediction with news sentiment using LSTM

keras lstm machine-learning python tensorflow

Last synced: 29 Apr 2026

https://github.com/alzubair98/glaucoma-classification-model

Glaucoma - classification -mode with CDR

deeplearning tensorflow

Last synced: 08 May 2026

https://github.com/gusgitmath/stacked_multi_step_lstm

Project for forecasting Tesla (TSLA) stock prices using advanced LSTM neural networks. Includes a single-step ahead model and a multi-step stacked LSTM model for short and medium-term predictions. Data-driven insights for stock market enthusiasts and practitioners.

deep-learning lstm-neural-networks machine-learning neural-network stock-market tensorflow

Last synced: 26 Feb 2026

https://github.com/b2b3nchy/dp-mlp

Default Prediction Multi-Layer-Perceptron Model

mlp multi-layer-perceptron neural-network optimization-algorithms tensorflow

Last synced: 29 Apr 2026

https://github.com/bigflood/go-tensorflow

golang with tensorflow

golang 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/saketr3/smart-startup

A web app that uses a neural network to help start-ups determine whether they will qualify for loans they’re looking for, and uses RAG to provide advice!

expressjs neural-network reactjs retrieval-augmented-generation tensorflow

Last synced: 26 Feb 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/ansh-info/responsible-healthcare-ai

AI-powered healthcare test result prediction using machine learning, with a focus on fairness, explainability, and responsible AI practices.

ai classification data-science deep-learning jupyter-notebook machine-learning neural-network prediction predictive-modeling python3 pytorch random-forest shape tensorflow tutorial xai

Last synced: 14 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/lucasdedieu/facial-identification

Implementation and training of facial identification model on LFW dataset.

adversarial-attacks facial-identification lfw-dataset tensorflow

Last synced: 29 Apr 2026

https://github.com/totogo/dlnd-face-generation

Udacity Deep Learning Project 5 Face Generation Using DCGAN

dcgan deep-learning python tensorflow udacity-nanodegree

Last synced: 13 May 2026

https://github.com/bragdond/text-classification-nlp-tf

Text classification with keras api from tensorflow using RNN layers such as LTSM and GRU

glove-embeddings gru nlp tensorflow text-classification tf

Last synced: 09 May 2026

https://github.com/pierric/word2vec

word to vector

cbow skip-gram tensorflow word2vec

Last synced: 29 Apr 2026

https://github.com/ehvenga/mnist.handwritten.digit.recognition-tensorflow

This Jupyter Notebook demonstrates a TensorFlow model for recognizing handwritten digits using the MNIST dataset, focusing on model construction, training, and accuracy evaluation.

computer-vision convolutional-neural-networks handwritten-digit-recognition machine-learning mnist-classification tensorflow

Last synced: 09 May 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/iwatake2222/tfjs_study

play ground for TensorFlow.js

javascript tensorflow

Last synced: 09 May 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/jofaval/melbourne-temperature-timeseries

Timeseries Data Analysis and Forecasting of the daily min temperature in Melbourne from 1981 to 1990

data-analysis data-science data-visualization deep-learning google-colab melbourne python temperature tensorflow timeseries timeseries-analysis

Last synced: 29 Apr 2026

https://github.com/sanyambk/hate-speech-detection

Multiclass hate-speech detection pipeline: data cleaning, neural model training, and serialized inference artifact.

deep-learning machine-learning nlp pytorch tensorflow text-classification

Last synced: 09 May 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/cool-machine/transformer-based-image-segmentation

AI-Powered Image Segmentation System - Production-ready computer vision application with SegFormer + UNet models, Azure Functions backend, and beautiful visualization

azure-functions cityscapes computer-vision machine-learning python pytorch segformer semantic-segmentation tensorflow transformer

Last synced: 29 Apr 2026

https://github.com/diegoperea20/pytorch-vs-tensorflow

Testing the differences of the pytorch and tensorflow libraries in the different prediction and classification applications, each of them gives improvements depending on the problem they are assigned or data set assigned.

classification data images prediction pytorch tensorflow

Last synced: 29 Apr 2026

https://github.com/dimiz51/ocr_license_plates

A simple OCR Deep Learning Project for license plate code detection using Tensorflow and Keras

deeplearning ocr-recognition tensorflow

Last synced: 13 May 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/nikitagoldashevsky/nmt-transformer

A TensorFlow-based Transformer model for English-to-Russian neural machine translation. Features subword tokenization with SentencePiece, hyperparameter optimization via genetic algorithm, and a Flask web interface for real-time translations.

deep-learning english-to-russian flask genetic-algorithm machine-learning natural-language-processing neural-machine-translation sentencepiece tensorflow transformer

Last synced: 09 May 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/lim-calculus/convolutional-neural-networks-in-tensorflow

My solutions to Convolutional Neural Networks in TensorFlow (DeepLearning.AI TensorFlow Developer Professional Certificate Course 2))

cnn computer-vision convolutional-neural-networks deep deep-learning neural-network tensorflow

Last synced: 29 Apr 2026

https://github.com/javipzv/handwritten-digits-classifier

It allows the user to draw a digit on a canvas and classify the digit using a pre-trained TensorFlow model.

neural-network python tensorflow tkinter

Last synced: 29 Apr 2026

https://github.com/phonhay103/sms-spam

SMS Spam Classification using TimeDistributed Layer

classification lstm tensorflow time-distributed

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/tanyachutani/hyperparameter-optimization

Implementing different approaches of hyperparameter optimization including random search and bayesian optimization

bayesian-optimization hyperparameter-optimization keras-tuner random-search tensorflow

Last synced: 15 Apr 2026

https://github.com/lugolbis/waives

AI to predict surf conditions 🏄🤖

machine-learning python pytorch rust tensorflow tensorflowjs web-development

Last synced: 29 Apr 2026

https://github.com/snehalyelmati/tensorflow-in-practice

Assignments and course materials for Tensorflow in Practice by deeplearning.ai

coursera deeplearning-ai keras machine-learning tensorflow

Last synced: 09 May 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/daksh777/sign-language-detector

A sign language detector made with TensorFlow, Keras and OpenCV

keras opencv python 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/bintangyosua/deeplearning_emotion_detection

Emotion Detection using Deep Learning Bidirectional LSTM deployed on Streamlit

classification deep-learning machine-learning python tensorflow text-classification text-mining

Last synced: 09 May 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/joacosnchz/mdbd2018_dl

UTN FRRo's Deep Learning Research Project Simple NN

deep-learning neural-network python research tensorflow

Last synced: 29 Apr 2026

https://github.com/andydevs/tensorflow-demo-1

Demonstrating creating a training application using tensorflow

flask keras python tensorflow

Last synced: 29 Apr 2026

https://github.com/lavkush-patel9/mnist_dataset_handwritten_digit_classifier_project-lavkush_patel

This is the Ai/ML Project Repo. here using MNIST DATASET from Keras, Tensorflow and recognise hand written digit

keras machine-learning numpy python3 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/tamohannes/image_colorization

Grayscal image to colorful transformation

cnn deep-learning keras neural-network tensorflow vgg16

Last synced: 09 May 2026

https://github.com/alphan26/urban-sound-classification

This is a project in which we classified the sound imageries of different kinds of imageries using CNN architecture. This project is done with my two teammates, Serkan Polat and Arda Dumanoğlu throughout the bootcamp which is Global AI Hub.

cnn keras python tensorflow

Last synced: 29 Apr 2026

https://github.com/st235/hse.cvformobiledevices.facialprocessing

Detects and extracts faces from the images from your gallery 👱‍♂️

android android-compose celeba-dataset kotlin kotlin-coroutines tensorflow tflite

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

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 361 Tutorials 339 Models with samples 275 Research 263 Research Papers 230 Uncategorized 196 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 187 Learning 172 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89