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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/fatemehrshd/brain-tumor-segmenation-using-mri-images

Medical Image Segmentation on the LGG Segmentation Dataset using U-Net Architecture

cnn deep-learning medical-image-segmentation python segmentation tensorflow unet

Last synced: 11 May 2026

https://github.com/sedatdikbas/cifar10-transfer-learning

Bu proje, CIFAR-10 veri seti üzerinde transfer öğrenme yöntemlerini kullanarak görüntü sınıflandırma yapmayı amaçlamaktadır. Farklı derin öğrenme modelleri (VGG16, InceptionV3, ResNet50, MobileNetV2, DenseNet121) ile eğitim yapılmış ve her modelin performansı karışıklık matrisleri ile değerlendirilmiştir.

cifar10 data-augmentation deep-learning image-classification machine-learning model-evaluation neural-networks python tensorflow

Last synced: 12 May 2026

https://github.com/zpreisler/modules

Python libraries and modules for processing simulation outputs

data-analysis python scripts tensorflow

Last synced: 13 May 2026

https://github.com/connor-mccarthy/tf-ssgan

Implementing GANBERT model from recent deep learning research paper as an easy-to-use Tensorflow model.

bert deep-learning generative-adversarial-network semi-supervised-learning tensorflow

Last synced: 13 May 2026

https://github.com/airaria/rnnchinesepoem

Generate Chinese poems using RNN and other techniques.

deep-learning language-model poem rnn tensorflow

Last synced: 23 Jun 2026

https://github.com/amorehead/ml-fundamentals

A self-educational series of Python scripts made to explore the vast library of machine learning knowledge.

machine-learning numpy pandas python scipy sentdex tensorflow tflearn

Last synced: 13 Apr 2026

https://github.com/harmanveer-2546/dust-detection-on-solar-panel-using

The accumulation of dust, snow, bird drops etc. on the surface of solar panels reduces the efficiency of the solar modules and hence the amount of produced energy. Monitoring and cleaning solar panels is a crucial task, hence developing an optimal procedure to monitor and clean these panels is very important in order to increase modules efficiency.

classification dirty inceptionv3-model keras numpy pandas plotly python regularizer sequential solar-panels tensorflow visualization

Last synced: 13 Apr 2026

https://github.com/esimkowitz/mirror-detector

Using TensorFlow Object Detection to identify mirrors in an image

docker mirrors object-detection python python3 tensorflow

Last synced: 05 May 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/justinianus2001/face-detection

Building face object recognition and classification model based on Facenet model

face-classification face-detection facenet python tensorflow

Last synced: 29 Apr 2026

https://github.com/torlenor/rlsnake

Reinforcement learning for the classic game Snake

game openai-gym reinforcement-learning snake tensorflow

Last synced: 17 Apr 2026

https://github.com/sigmachirality/litcam

Litter recognition and classification software written using ImageAI and Tensorflow.

cv jupyter-notebook opencv tensorflow trash

Last synced: 13 Apr 2026

https://github.com/aryansk/face-mask-detection-system

A deep learning project using TensorFlow and OpenCV to detect face masks in real-time. Utilizes a Convolutional Neural Network (CNN) to classify images as mask-wearing or non-mask-wearing. 🧠📸

cnn face-mask-detection face-mask-detector machine-learning machine-learning-algorithms opencv python tensorflow

Last synced: 13 Apr 2026

https://github.com/prabhant/tensorflow_projects

A small number of topics implemented with tensorflow.

tensorflow tensorflow-1-0 tensorflow-experiments tensorflow-tutorials

Last synced: 18 Oct 2025

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/maqmal/glaucoma

Glaucoma classification using multiple ML and DL model

deep-learning image-classification image-processing scikitlearn-machine-learning tensorflow

Last synced: 19 Apr 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/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/ndk123-web/study-sync-ai

AI-powered study assistant that summarizes YouTube videos, generates quizzes, allows note-taking, and tracks learning progress — powered by Gemini, FastAPI, React, and MongoDB.

cloud cloud-computing cloud-storage ec2 expressjs fastapi fine-tuning gemini-api js kafka microservices mongodb-atlas nginx notification python real-time recommendation-system tensorflow vector-database web-socket

Last synced: 01 Mar 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/refcell/fractaltreemodels

Side project to create fractal tree models

fractal fractals python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/oisinmcl/NeuralNetworkHearthstoneCardGenerator

Hearthstone Card Generation using intelligent learning techniques.

firebase kivy python tensorflow

Last synced: 26 Apr 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/sefakcmn00/tensorflow_car_price_analysis

In this project, after extracting the data sets as csv, we tried to represent the car prices graphically and schematically by using data analysis and data visualization methods. We checked the connection of the car prices we analyzed with other data, then we created a 4-layer and 12-neuron system.

data datatrain keras machine-learning matplotlib-pyplot pandas seaborn sklearn tensorflow

Last synced: 14 Apr 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/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/msparihar/kidney-disease-prediction

This web application utilizes cutting-edge artificial intelligence to help people understand their risk of developing kidney disease. Developed with user-friendliness in mind, this tool allows individuals to easily enter their information and receive a personalized risk assessment.

classification computer-vision mlops-project python tensorflow

Last synced: 13 Apr 2026

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/mhdb96/ml-django-webapp

Machine learning practice project on NLP for Turkish language 🔥 using multiple datasets & deep learning algorithms from TensorFlow.

cnn deep-learning django fasttext lstm machine-learning mlp perceptron python rnn tensorflow

Last synced: 14 Apr 2026

https://github.com/thunder-compute/thunder-compute-documentation

Documentation for Thunder Compute, a cloud platform creating technology to virtualize GPUs over TCP

ai artificial-intelligence cloud cloud-computing cuda gpu llm machine-learning nvidia pytorch tensorflow thunder-compute virtualization

Last synced: 15 Oct 2025

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/zainashrafofficial/ml_project_2024

A machine learning semester project of university, implementing classification and regression models to predict house prices & number of rooms using a dataset with over 160,000 entries.

ai ann artificial-neural-networks classification decision-trees jupyter-notebook linear-regression logistic-regression matplotlib ml numpy pandas python random-forest regression-models svm tensorflow

Last synced: 13 Apr 2026

https://github.com/prgrmcode/tr-earthquake-predictor

Turkey Earthquake Prediction 🌍📊: Unleashing AI/ML powers in Python for seismic forecasts. #MachineLearning #Python #DataScience 🤖

data-science dataset deep-learning ensemble-learning hyperparameter-tuning kaggle machine-learning neural-networks preprocessing python random-forest random-forest-regression svr tensorflow xgboost xgboost-model

Last synced: 28 Jan 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/vatsmyname/attendance-monitoring-system

Attendance Monitoring System that has a tracker, face detection, face recognition and database connectivity all integrated together. The tracker is based on Strongsort, yolov8 is used for face detection, InceptionResnet is used for face recognition and MySQL for database connectivity.

deep-learning face-recognition inception-resnet machine-learning mysql mysql-database opencv python pytorch tensorflow tracker yolo-v8

Last synced: 14 Apr 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/marcus-24/stock-predictor-ml-training

Machine Learning Operations (MLOps) pipeline for my stock prediction forecast model

hugging-face neptune-ai tensorflow time-series-forecasting yahoo-finance

Last synced: 17 May 2026

https://github.com/yanukadeneth99/image-captioning-dl

Creating an image captioning model using tensorflow.

image-captioning tensorflow

Last synced: 09 May 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/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/emrecpp/doviztahmin

Türk Lirası'nın gelecekte Dolar ve Euro karşısındaki değerini yapay zeka ile tahmin eden PySide6 tabanlı proje

ai gui pyqt pyside python qfluentwidgets qt tensorflow ui

Last synced: 11 Apr 2026

https://github.com/awsdataarchitect/omr-ecs-app-cdk

Open-source code for Music Note Transcription on Amazon ECS Fargate with TensorFlow based Deep Learning Model

aws awsfargate cdk music-notation tensorflow

Last synced: 13 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/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/lmangani/tenseries

Tensorflow JS LSTM predictions against Prometheus metrics

machine-learning predictions prometheus tensorflow tensorflow-js tfjs timeseries timeseries-forecasting

Last synced: 27 Apr 2026

https://github.com/shayan925/symptomchecker

A GUI application made with kivy and deep learning model made with tensorflow to predict the disease based off of the selected symptoms.

deep-learning gui kivy tensorflow

Last synced: 13 Apr 2026

https://github.com/solrikk/pictrace-web

PicTraceV2 is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and Selenium for browser automation. PicTraceV2 allows users to upload images directly or provide URLs, quickly scanning a vast database to find image

automation computer-vision data-analysis data-extraction deep-learning image-processing image-search machine-learning natural-language-processing opencv openpyxl pandas python selenium tensorflow web-scraping yandex yandex-api

Last synced: 12 Apr 2026

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 21 Jan 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/akatrevorjay/tensorflow-auto-detect

Solves the absolute mess that is installing tensorflow (CPU or GPU?) from your package requirements.

auto cpu gpu install tensorflow

Last synced: 06 May 2026

https://github.com/nheidloff/hyperparameter-optimization-ibm-watson-studio

Hyperparameter Optimization with IBM Watson Studio

ai dl hpo ibm ibmwatson tensorflow

Last synced: 14 May 2026

https://github.com/alam025/ai-email-guardian

🛡️ AI-Powered Email Guardian: 99.2% accurate spam detection using machine learning. Open-source, privacy-focused email security. ⚡ 50ms detection time.

artificial-intelligence email-filter email-security hishing-detection machine-learning-cybersecurity nlp open-source privacy python scikit-learn security-tools spam-detection tensorflow text-classification

Last synced: 10 Mar 2026

https://github.com/hacker-code237/ml

This project will allow a computer to read and learn with the help of TensorFlow VGG16()

apache-maven coreml docker git html5 java javascript json machine-learning nodejs python raspberry-pi shell-script tensorflow yaml

Last synced: 17 Jan 2026

https://github.com/zfturbo/pretrained-vgg-neural-nets-in-tensorflow

Set of VGG neural net models for TensorFlow. Weights converted from Pytorch.

batch-normalization pretrained-models tensorflow vgg16 vgg19

Last synced: 29 Apr 2026

https://github.com/markiskorova/machine-learning-nlp-predict-author

Machine Learning & Natural Language Processing: Predict the author of literary text snippets. Built with TensorFlow and Keras, this project trains an LSTM model on classic literature to identify writing style and authorship.

keras machine-learning natural-language-processing python tensorflow text-tokenization text-vectorization

Last synced: 23 Jan 2026

https://github.com/dimasmiftah/ml-beginner

Collection of some basic ML model example. These are all part of the exercise and submission in the "Belajar Machine Learning Untuk Pemula" class provided by Dicoding.

colab-notebook keras machine-learning sklearn tensorflow

Last synced: 13 Apr 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/caponetto/vscode-tfjs-coco-ssd

Putting together VS Code extension, tensorflow.js, and object detection (coco-ssd) into a simple project.

coco-ssd object-detection tensorflow tfjs vscode vscode-extension

Last synced: 01 May 2026

https://github.com/mohitguptac/objectscanner

An Android app that uses ML-based object detection to identify ingredients and suggest recipes. Built with TensorFlow Lite and ML Kit, it helps users discover recipes based on ingredients they have on hand. Includes integration with Zepto for missing ingredients.

android-app ml mlkit-android tensorflow tensorflow-lite

Last synced: 08 May 2026

https://github.com/sreevathsagolla/sisr_downscaling

Code and data for our research work on "Comparative assessment of image super-resolution techniques for spatial downscaling of IMD Gridded Rainfall Data"

climate-downscaling cnn convolutional-neural-networks image-super-resolution keras residual-neural-network sisr statistical-downscaling tensoflow tensorflow

Last synced: 10 Mar 2026

https://github.com/fabiangroeger96/wandb-callbacks

Additional Callbacks for Weights & Biases to monitor your models even better :mag_right:

callback experiment-track hyperparameter-search keras machine-learning tensorflow weights-and-biases

Last synced: 08 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/sarincr/introduction-to-pyqt5

PyQt5 is a comprehensive set of Python bindings for Qt v5. Qt is set of cross-platform Python libraries that implement high-level APIs for accessing many aspects of modern desktop and mobile systems.

app appdevelopment data-science kivy kivymd machine-learning numpy opengl pygui pyqt pyqt5 pyqt5-desktop-application pyqt6 pyside2 scipy tensorflow tkinter tkinter-graphic-interface tkinter-gui tkinter-python

Last synced: 13 Apr 2026

https://github.com/kamakshi4023/brain-tumour-detection

ML based project which uses various techniques to build a hybrid model for identifying brain tumour in MRI images

jupyter-notebook keras machine-learning ml numpy python seaborn sklearn sklearn-metrics tensorflow

Last synced: 03 Jan 2026

https://github.com/eman288/ai-coach

The app helps you detect if the exercise is right or not. currently, we support push-ups, crunches, and squats.

ai jupyter-notebook mediapipe pose-detection python python3 tensorflow

Last synced: 21 Feb 2026

https://github.com/ranjitodedra/cleantomato

Tomato Disease Finder Application

fastapi google-cloud python tensorflow

Last synced: 13 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/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/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/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/sajalkmr/notesseparator

A simple deep learning model to separate Handwritten notes and non notes images with Python and Tensorflow

deep-learning image-classification machine-learning python tensorflow

Last synced: 10 May 2026

https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.

keras python tensorflow

Last synced: 04 May 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 Awesome-TensorFlow-Chinese 107 awesome-tensorflow-lite 110 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 268 Research 263 Research Papers 223 Uncategorized 202 文本数据和NLP 190 Projects 189 1.) Neural Architecture Search 186 Learning 173 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 101 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 87