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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/nielsgl/python-fractals

This repository contains code, figures, and notebooks for generating fractals with python.

deep-learning fractal-algorithms fractal-rendering fractals jupyter jupyterlab machine-learning python tensorflow

Last synced: 10 May 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/ashad001/2q48

This project compares heuristic, classical reinforcement learning (RL), and quantum RL approaches to evaluate their efficiency, decision-making strategies, and performance in a grid-based environment.

2048-game game-ai machine-learning pennylane q-learning quantum-computing quantum-machine-learning reinforcement-learning tensorflow

Last synced: 18 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/arnie1x/medical_chatbot

This project implements an AI-powered medical chatbot using a neural network model and serves it through a Flask web application.

ai chatbot keras medical nlp nltk python tensorflow

Last synced: 11 May 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/anzure/pet-classification-ai

Classify dogs versus cats in images with Deep Learning technology

deep-learning python tensorflow

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/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/cccaaannn/yolo_predictor

Predict images with tensorflow converted darknet yolov4 model in a single line.

predict-images tensorflow yolo-predictor yolov4

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/sdgp-cs-09/bloom-app

An IoT-based smart gardening solution with AI-powered features for monitoring, disease detection, and automation.

firebase flutter iot keras machine-learning plantdiseasedetection superbase tensorflow

Last synced: 04 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/himalayaashish/faceblur

This project focuses on implementing face blurring techniques using YOLO (You Only Look Once) and TensorFlow to enhance privacy in images and video streams. The system utilizes YOLO for real-time object detection to accurately identify faces within a given frame. Once detected, TensorFlow is applied

image segmentation tensorflow tensorflow2 unet unet-image-segmentation yolo yolov5 yolov8

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/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/abhimishra01/deeplearningforaudio

This repository contains all necessary deep learning codes, projects and implementations for AI Audio processings and applications

deeplearning machinelearning-python signal-processing tensorflow

Last synced: 29 Apr 2026

https://github.com/crpozo/angular-image-classifier

This demo is developed using Angular and TensorFlow.js. The project is using the Mobilenet model to classify images and their features.

angular tensorflow

Last synced: 29 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/ollycassidy13/captcha

Python toolflow to pass CAPTCHA tests

captcha captcha-solver tensorflow

Last synced: 29 Apr 2026

https://github.com/akinduid/face-detection-model-benchmark

This repository contains the codebase and documentation for a comparative analysis of various lightweight face detection models optimized for real-time detection on edge devices. The study evaluates the models based on their accuracy, speed, and performance across different poses and environments, using the WIDER FACE dataset.

benchmark computer-vision face-detection mediapipe mobilenet-ssd opencv python tensorflow yolov8n

Last synced: 18 Apr 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/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/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/mnj-tothetop/english-handwritten-characters-recognizer

A handwritten english character recognizer [0-9, A-Z, a-z] made by using a Dataset of 3409 images. Tensorflow, Keras, Scikit-learn, and OpenCV was used to implement the Convolution Neural Network (CNN). Matplotlib and Seaborn were used to visualize the data.

artificial-intelligence convolutional-neural-networks keras matplotlib opencv-python scikit-learn seaborn tensorflow

Last synced: 18 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/alan-oliveir/reconhecimento_emocoes

Notebooks desenvolvidos no curso promovido pela Qualifact, para estudo da visão computacional aplicada ao reconhecimento de emoções.

opencv python tensorflow visao-computacional

Last synced: 29 Apr 2026

https://github.com/antonio-f/linear-regression-with-tensorflow-2

Linear Regression with TensorFlow 2 (using Mini-Batch Gradient Descent)

linear-regression mini-batch-gradient-descent python tensorflow

Last synced: 11 May 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/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/telkomdev/tensorflow-dataset-preprocessor

Write tensorflow model from given dataset and from scratch

dataset python tensorflow

Last synced: 29 Apr 2026

https://github.com/sub-mod/tensorflow-vegeta

vegeta with Tensorflow Serving

tensorflow vegeta

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/pierric/word2vec

word to vector

cbow skip-gram tensorflow word2vec

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/zaccharieramzi/tf-noisy-image-dataset

A package to simply implement noisy images datasets using the tf.data API

datasets image-denoising images 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/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/harmeshgv/lstm-nextwordpredictor

An LSTM-based next-word prediction model leveraging tokenized text sequences and an embedding layer. The model employs stacked LSTM layers with dense softmax classification for vocabulary prediction. Includes data preprocessing, model training, and an interactive CLI for real-time inference.

containerization docker-container lstm-neural-networks nlp-machine-learning tensorflow

Last synced: 11 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/drewxs/object-detection

Object detection with Tensorflow

object-detection react 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/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/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/lugolbis/waives

AI to predict surf conditions 🏄🤖

machine-learning python pytorch rust tensorflow tensorflowjs web-development

Last synced: 29 Apr 2026

https://github.com/luisalvero/stockbot

Fast experiment runner for tick/candle data: feature engineering, sequence builder, Keras training, and artifact/version metadata.

algorithmic-trading data-pipeline deep-learning feature-engineering finance gpu keras lstm pandas python sckit-learn tensorflow time-series

Last synced: 29 Apr 2026

https://github.com/martinkersner/autoencoder-meetup

Presentation about Autoencoders for Seoul AI Meetup on July 8, 2017.

autoencoder sparse-autoencoders tensorflow variational-autoencoders

Last synced: 29 Apr 2026

https://github.com/santos-k/fashion-recommender-dashboard

The project is a neural network-based fashion recommendation system built using Python. The model used for this system is Resnet50, which is a deep learning model used for image recognition. The data used for training the model is scraped from Flipkart, with a total of 65,000 images.

ann cnn dash dashboard data-analysis data-science deep-learning eda gcp heroku kera machine-learning nueral-networks plolty python tensorflow

Last synced: 04 Apr 2026

https://github.com/greatmonster11/ct217_nlcs

Research about convolutional neural network and make simple app

cnn keras model python 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/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/camara94/introduction_to_tensorflow_ai

TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning! You’re joining thousands of learners currently enrolled in the course. I'm excited to have you in the class and look forward to your contributions to the learning community.

artificial-intelligence deep-learning jupyter-notebook machine-learning machine-learning-algorithms python tensorflow

Last synced: 11 May 2026

https://github.com/808vita/fingerpose-ext

Tensorflowjs handpose gesture recognition - This package provides utility function to create "landmark" array from keypoints & keypoints3D arrays; for the latest model of handpose.

ai gesture-recognition hand-pose-estimation hand-pose-recognition handpose javascript tensorflow tensorflowjs

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/gitdata-ga/itu5g

This GitHub repository presents our solution to the International Telecommunication Union (ITU) 5G Energy Consumption Modeling Challenge hosted on Zindi. The challenge addresses concerns over the energy consumption of 5G network deployments, despite being more energy-efficient than 4G networks.

5g deep-learning lightgbm machine-learning python random-forest tensorflow tree xgboost zindi

Last synced: 04 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/mwesterham/machine-learning-sandbox

Demonstration of TensorFlow model implementations and ML concepts in the form of different experiments.

machine-learning tensorflow

Last synced: 04 Jun 2026

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

Sign Language Translator using CNN

asl cnn python tensorflow

Last synced: 30 Apr 2026

https://github.com/marcnuth/pretrianed-keras-models

pretrained keras models for various tasks, which could be directly used for prediction or as baselines.

artificial-intelligence baselines keras keras-models machine-learning pretrained-models tensorflow

Last synced: 04 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/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

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 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 188 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