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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/suyashsonawane/mask-detector

A classifier built with TensorFlow2.0 which can predict wheather the subject is wearing mask or not, the model is a Convolution Model with 98% accuracy.

cnn computer-vision tensorflow

Last synced: 19 May 2026

https://github.com/mohammadmoataz2/deeptextclassifier

DeepTextClassifier is a powerful Application for categorizing textual documents into predefined categories using advanced deep learning techniques. It facilitates document organization, decision-making, and workflow automation.

application deeplearning fastapi nlp nltk python tensorflow

Last synced: 05 May 2026

https://github.com/eshansurendra/handwritten-digit-classification

This repository demonstrates a basic image classification project using TensorFlow, focusing on recognizing handwritten digits.

deeplearning handwritten-digit-recognition minist python tensorflow

Last synced: 12 Aug 2025

https://github.com/johnsmithm/mdlstm

Multi-Dimensional Recurrent Neural Networks Tensorflow 1.0

lstm-neural-networks tensorflow

Last synced: 12 Apr 2025

https://github.com/heyanlong/mix-face

A mix face tool by tensorflow

eye-detection tensorflow tensorflow-examples

Last synced: 15 Apr 2025

https://github.com/tootouch/u-net_segmentation_with_tensorboard

This project implements the U-Net architecture used in image segmentation and visualizes the learning process using Tensorboard.

deep-learning image-segmentation keras python tensorboard tensorflow unet-segmentation

Last synced: 09 Apr 2026

https://github.com/patwie/tfgo

Independent efficient re-Implementation AlphaGo SL policy network

alphago deep-learning swig tensorflow

Last synced: 09 Aug 2025

https://github.com/johnpertoft/noise2noise

Noise2Noise implementation

noise2noise tensorflow

Last synced: 20 May 2026

https://github.com/evertonsavio/tensorflow-gesture-recognition

Thumbs up Thumbs down. Implementation of the MediaPipe Handpose model consisting of 12 MB of "weights".

artificial-intelligence javascript tensorflow

Last synced: 20 May 2026

https://github.com/stinky-tofu/stronger-yolo

🔥Improve yolo with latest paper

mobilenetv2 tensorflow yolo yolo-lite yolov3

Last synced: 18 May 2026

https://github.com/michaelmendoza/deep-ssfp

Tensorflow code for SSFP band removal in MRI images

deep-learning mri ssfp-band-removal tensorflow unet

Last synced: 17 Mar 2025

https://github.com/muhammad-fiaz/swms

An intelligent system to detect, classify, and analyze waste using AI-powered object detection and material composition prediction. This project combines YOLOS object detection with a custom-trained classifier to identify and categorize waste as degradable or non-degradable.

ewaste-management-system machine-learning open-source pyqt pyqt6 python python-app python3 pytorch smart-waste-management-system swms tensorflow waste-management-system

Last synced: 06 May 2026

https://github.com/kazuhito00/object-detection-api-tensorflow2onnx

TensorFlow Object Detection APIのONNX推論サンプル

centernet efficientdet object-detection-api onnx ssd tensorflow

Last synced: 19 May 2026

https://github.com/demfier/pmup

App to cheer you up with some awesome quotes when depressed using deep learning

capsnet emotion-recognition flask multimodal-deep-learning node-js pytorch sentiment-analysis tensorflow

Last synced: 11 Apr 2026

https://github.com/sayakpaul/bentoml-explorations

Contains my experiments made with the mighty library BentoML

bentoml python rest-api scikit-learn tensorflow zomato

Last synced: 16 Sep 2025

https://github.com/real-veersandhu/cifar-image-classification

🧠 A trained CNN used to classify images in a general database

cnn-classification deep-learning tensorflow

Last synced: 16 May 2026

https://github.com/hotdogcookie20/yingyanai

鹰眼 AI 是一个先进的计算机视觉平台，利用深度学习技术提供精确且高效的视觉智能解决方案。本系统致力于为各类视觉分析任务提供专业可靠的技术支持。一款革命性的计算机视觉系统，采用尖端人工智能技术，将图像分析提升至新高度。基于谷歌高效轻量级 MobileNetV2 架构，实现快速精准的视觉智能化。

artifi china chinese computer-vision ctkqiang image-classification machine-learning mobilenetv2 neural-network nsfw-detection nsfw-recognition python tensorflow transfer-learning

Last synced: 05 Apr 2025

https://github.com/vidursatija/rhymenet

A Neural Network model to generate rap songs using LSTMs

generator lstm music neural-network python rnn tensorflow

Last synced: 18 May 2026

https://github.com/mrfoxak/evaluate-lip-reading-using-deep-learning-techniques.

This paper explores Silent Sound Technology, focusing on its potential to enhance communication in noisy environments through lip-reading and deep learning, with applications in hearing aids and security.

bi-lstm cnn cuda deep-learning image-processing lstm machine-learning mathematics neural-networks ovencv python research-paper sklearn tensorflow

Last synced: 03 Sep 2025

https://github.com/oleksandr-g-rock/simple_classification_pi_vgg16_pretrain_model

Simple image classification on raspberry pi used the pre-trained model VGG16

image-classification image-recognition mobilenet tensorflow

Last synced: 20 Apr 2026

https://github.com/nuyoahwjl/cats_vs_dogs

基于卷积神经网络(CNN)的猫狗分类系统

cnn tensorflow

Last synced: 31 Mar 2025

https://github.com/shervinnd/blood-donor-availability-predictor

A deep learning model to predict blood donor availability using TensorFlow and sklearn. Features data preprocessing, neural network training, and ROC curve visualization. Achieve high accuracy in predicting donor status! 🩺💉

binary-classification blood-donation blood-donor-prediction data-preprocessing deep-learning healthcare-ai machine-learning medical-data-analysis neural-network predictive-modeling python roc-curve scikit-learn tensorflow

Last synced: 11 Oct 2025

https://github.com/shervinnd/bitcoin-price-prediction-ml-dl

Predict Bitcoin prices with ML & DL models! 📈 Uses Ridge, Lasso, Random Forest, MLP, RNN & LSTM with hyperparameter tuning. 📊 Visualizes predictions & ROC curves. 🚀 Fetch data via yfinance, evaluate with MSE/R2. Perfect for crypto enthusiasts! 💸

cryptocurrency data-science data-visualization decision-tree deep-learning financial-modeling machine-learning neural-networks predictive-analytics price-prediction python random-forest regression rnn scikit-learn simple-rnn tensorflow time-series yfinance

Last synced: 15 Oct 2025

https://github.com/shettysach/kannada-handwriting-calculator

A calculator that uses handwritten Kannada digits and operators to calculate the result, using contour detection and CNN model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.

basic-arithmetic-operations cnn cnn-classification cnn-keras convo handwriting-calculator handwritten-digit-recognition jupyter-notebook kannada kannada-digit kannada-mnist keras keras-models keras-tensorflow mnis opencv opencv2 pillow tensorflow tensorflow2

Last synced: 29 Jul 2025

https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm

🎇 NLP Hate Speech Detection with LSTM 🎆 An LSTM-based model for hate speech detection 💬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! 🔥

circcleci docker hate-speech-detection keras tensorflow

Last synced: 14 Mar 2025

https://github.com/odlgroup/dipp

Library of custom Inverse-Problems-related add-ons for Deep Learning frameworks

deep-learning inverse-problems python pytorch tensorflow theano

Last synced: 09 Apr 2026

https://github.com/swapnanildutta/tensorflow-deployment

TensorFlow models using TensorFlow Serving and Docker, a simple web application with Flask which will serve as an interface to get predictions from the served TensorFlow model.

docker flask flask-application project python python3 tensorflow tensorflow-models tensorflow-serving-flask

Last synced: 20 Jan 2026

https://github.com/yurisizuku/easytflm

An easy cmake project for tflite-micro, aims to develope or debug tflm on multi platforms.

cmake esp32 tensorflow tflite tflite-micro tflm tinyml

Last synced: 18 Nov 2025

https://github.com/pedrojrv/email_classification

Machine Learning framework example for Business Email Classification.

deep-learning enron-dataset tensorflow text-classification

Last synced: 16 Oct 2025

https://github.com/hasnainroopawalla/scribblenet

A Python library that classifies hand-drawn doodles into distinct classes (trained on the QuickDraw dataset by Google).

android cnn doodle-classifier flask javascript keras python restful-api tensorflow

Last synced: 07 Apr 2026

https://github.com/geo-y20/standard-ocr-

Explore the Standard OCR Project: a deep learning-based character recognition system leveraging advanced computer vision techniques. Detect characters in images using ResNet, Xception, Inception, and MobileNet models. Train, evaluate, and contribute to this cutting-edge technology.

css deep-learning deep-neural-networks flask html javascript jupyter-notebook keras ocr-recognition ocr-text-reader python resnet tensorflow xception

Last synced: 07 Apr 2026

https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 14 Apr 2025

https://github.com/anastassia-b/machine-learning

💡Compilation of notes + implementations of neural networks using Keras and TensorFlow

deep-learning keras machine-learning tensorflow

Last synced: 06 May 2026

https://github.com/hishamalyahya/popgen

Melody and chord progression generation using TransformerXL

deep-learning machine-learning music music-generation pop-music tensorflow

Last synced: 18 May 2026

https://github.com/iterait/emloop-tensorflow

TensorFlow plugin for emloop. https://tensorflow.emloop.org/

machine-learning tensorflow

Last synced: 08 May 2025

https://github.com/aqafridi/zombieskillgame

Zombies killing Game is using advanced computer Vision techniques and with Radar for Measuring accurate distance. Bytime It's Private due to some ...........

aqflow computer-vision cplusplus python pytorch ros tensorflow

Last synced: 09 Apr 2026

https://github.com/mohammadhprp/k9-vision

A deep learning project leveraging TensorFlow and transfer learning to classify various dog breeds from images.

ai deep-learning tensorflow

Last synced: 18 May 2026

https://github.com/nripstein/what-bird-is-that

Computer vision website which recognizes and provides information about birds in user-uploaded photos.

bird-species-classification birding computer-vision image-classification tensorflow

Last synced: 12 May 2025

https://github.com/mingtaoguo/fcn_segmentation_tensorflow

Implementing the paper: Fully Convolutional Networks for Semantic Segmentation

fcn image-segmentation tensorflow

Last synced: 19 May 2026

https://github.com/mbarbetti/tf-gen-models

:package: Ready to use implementations of state-of-the-art generative models in TensorFlow 2

deep-learning gan generative-models python tensorflow

Last synced: 26 Oct 2025

https://github.com/jeremiegince/automlpy

This package is an automatic machine learning module whose function is to optimize the hyper-parameters of an automatic learning model.

automl deep-learning gaussian-processes grid-search-hyperparameters machine-learning multiprocessing python3 pytorch random-search sklearn tensorflow

Last synced: 15 May 2025

https://github.com/aidinhamedi/pneumonia-detection-ai

This project uses a deep learning model built with the TensorFlow Library to detect pneumonia in X-ray images. The model architecture is based on the EfficientNetB7 model, which has achieved an accuracy of approximately 97.12% (97.11538%) on our test data. This high accuracy rate is one of the strengths of our AI model.

ai artificial-intelligence artificial-neural-networks cli data data-science database gui interface kaggle keras pneumonia pneumonia-classification pneumonia-detection pneumonia-detector pneumoniac-xray python tensorflow tensorflow2 training

Last synced: 06 Apr 2025

https://github.com/soumik12345/gpt

A minimal implementation of Generative Pre-Training or GPT

deep-learning gpt-2 keras nlp openai tensorflow

Last synced: 15 Apr 2025

https://github.com/jpata/sparsedistance

Generate sparse distance matrices with gradients in tensorflow efficiently

graph knn-graph-construction lsh machinelearning tensorflow

Last synced: 06 Sep 2025

https://github.com/maskedsyntax/2-stage-opamp-analysis

Comparative Analysis of Machine Learning Models for Aspect Ratio Estimation of a Two-Stage Operational Amplifier

analysis gaussian-regression knn machine-learning numpy opamp opamps pandas streamlit tensorflow

Last synced: 13 Apr 2025

https://github.com/divyansharma001/pranapulse

An AI-powered web app, provides expert guidance, and real-time feedback to help users achieve their wellness goals.

expressjs framer-motion groq nodejs postgresql reactjs tailwindcss teachable-machine tensorflow

Last synced: 14 May 2025

https://github.com/imdeep2905/digit-recognizer

This is a little project which implements ML model (trained on "Hello World of ML" - MNIST Digit Dataset) in real life.

convolutional-neural-network deep-learning keras mnist-classification mnist-handwriting-recognition opencv-python python tensorflow tkinter

Last synced: 13 Mar 2025

https://github.com/hasnainroopawalla/image-captioning-scene-descriptor

A CNN-LSTM model to generate a sentence/caption that describes the contents/scene of an image.

bleu-score deep-learning flask flickr flutter image-captioning inceptionv3 keras lstm python rnn tensorflow

Last synced: 30 Oct 2025

https://github.com/rapsssito/cats-gan

Example of how to generate images of cat faces using a Deep Convolutional Generative Adversarial Network (DCGAN).

deep-learning gan generative-adversarial-network tensorflow

Last synced: 19 May 2026

https://github.com/machinelearningzuu/everything-about-graph-neural-nets

In this repo I have implement different applications of GNN which covers Node Level, Edge level, Graph level tasks with different GNN variants such as GCN, GAT, Graph SAGE

attention-mechanism community-detection deep-learning graphs networkx neural-network semi-supervised-learning tensorflow torch torch-geometric unsupervised-learning

Last synced: 29 Mar 2025

https://github.com/ibaigorordo/tflite-msg_chn_wacv20-depth-completion

Python script for performing depth completion from sparse depth and rgb images using the msg_chn_wacv20. model in Tensorflow Lite.

depth-completion depth-estimation python3 tensorflow tflite

Last synced: 18 May 2026

https://github.com/samyak2/tensorflow-live-demo

An interactive demo made for my talk on Tensorflow

gradient-descent talk tensorflow

Last synced: 11 May 2026

https://github.com/faris771/handwritten_charactar_recognition

This project implements a Convolutional Neural Network (CNN) to classify handwritten Arabic characters with high accuracy. The model is trained on various tasks and showcases strong performance across diverse classification challenges.

ai cnn-classification image-processing tensorflow

Last synced: 18 Aug 2025

https://github.com/marlon360/robot-mlagents

A metallic waste collection robot simulation. Driven by ml-agents in Unity3D.

machine-learning ml ml-agents robot tensorflow unity3d

Last synced: 10 May 2026

https://github.com/apurva-modi/flower-classification

In this competition, we’re challenged to build a machine learning model that identifies the type of flowers in a dataset of images (for simplicity, we’re sticking to just over 100 types).

efficientnet-keras ensemble-model flower-classification kaggle-competition machine-learning multiclass-classification tensorflow tpu transfer-learning

Last synced: 15 May 2026

https://github.com/vaibhav-kesarwani/text_emotion_classifier

A 𝗧𝗲𝘅𝘁 𝗘𝗺𝗼𝘁𝗶𝗼𝗻 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 is an AI model that analyzes text to detect and classify emotions like 𝗵𝗮𝗽𝗽𝗶𝗻𝗲𝘀𝘀 😊, 𝘀𝗮𝗱𝗻𝗲𝘀𝘀 😢, 𝗮𝗻𝗴𝗲𝗿 😠, and 𝘀𝘂𝗿𝗽𝗿𝗶𝘀𝗲 😲. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 24 Oct 2025

https://github.com/furk4neg3/sales-forecasting

Created AI models to forecast Wallmart's sales. Used different models, like dense, LSTM, GRU and naive model. Different window and horizon sizes are used too. Compared models visually at the end.

artificial-intelligence data-preparation data-visualization deep-learning forecasting gated-recurrent-unit lstm tensorflow tensorflow2

Last synced: 13 May 2025

https://github.com/chayanforyou/shape_detection

Shape detection with tensorflow lite

detection models shape tensorflow tflite

Last synced: 10 May 2026

https://github.com/mallickboy/land-slide-prediction

📌 Landslide Detection with Satellite Imagery & Machine Learning . The CNN model trained on multi-channel satellite images. Achieved 89.2% F1-score by using NDVI, slope, and elevation features. Optimized model accuracy through hyperparameter tuning and threshold adjustments.

cnn data-analysis-python data-visualization deep-learning hdf5-format keras-tensorflow machine-learning tensorflow

Last synced: 05 Apr 2025

https://github.com/jjmachan/notereader

A ML project to read notes from music sheets

cnn music tensorflow

Last synced: 18 May 2026

https://github.com/furk4neg3/textemotionrecognition

In this project, I've created AI models to predict emotion based on texts. I've used RNN and transfer learning for that. Best model works with 96% accuracy.

artificial-intelligence deep-learning machine-learning nlp rnn rnn-tensorflow tensorflow tensorflow2 transfer-learning

Last synced: 20 Jan 2026

https://github.com/dineshh912/machine-learning

Machine Learning basic model building with sci kit and create algorithm from scratch and many more

algorithm machine-learning python3 rnn-tensorflow scikit-learn tensorflow

Last synced: 10 Apr 2026

https://github.com/cognizant-ai-lab/studio-go-runner

ML/ENN Runner for privately hosted, cloud, and data-center production deployments of StudioML.

aws azure darkcycle deep-learning distributed-computing hacktoberfest on-premises tensorflow tensorflow-experiments

Last synced: 04 Mar 2026

https://github.com/joshua-dias-barreto/mnist-keras-tensorflow-anns

The objective of this project is to identify hand written digits using Artificial Neural Networks.

deep-learning keras machine-learning mnist neural-network tensorflow tensorflow-tutorials

Last synced: 16 Aug 2025

https://github.com/americast/algo_bias

Detecting bias in ML models using heat maps

algorithmic-bias deep-learning heatmaps machine-learning pytorch tensorflow torch

Last synced: 14 Apr 2025

https://github.com/furk4neg3/inception_v1-googlenet

Replication of Going Deeper with Convolutions paper using TensorFlow, with one example of how to use it. This model is mainly used for image classification problems.

artificial-intelligence computer-vision deep-learning deep-neural-networks image-classification machine-learning tensorflow

Last synced: 09 Feb 2026

https://github.com/mtyrolski/mimuw-hats

Hats. Redefined. No more hat spam on your social media.

deep-learning tensorflow transfer-learning

Last synced: 27 Dec 2025

https://github.com/shervinnd/cifar-10-image-classification-with-cnn

Description: Dive into this exciting project that builds a CNN with TensorFlow/Keras to classify CIFAR-10 images into 10 vibrant classes! 📸 It features data preprocessing, model training, stunning ROC curve visualizations 📊, sample predictions, and custom image classification

auc-analysis batch-normalization cifar-10 cnn-model computer-vision convolutional-neural-networks custom-image-prediction deep-learning image-classification image-preprocessing keras machine-learning matplotlib-visualization numpy opencv python roc-curve scikit-learn softmax-classifier tensorflow

Last synced: 03 Sep 2025

https://github.com/aratan/tensorflow_raspberry

install tensorflow in raspberry pi3

ipfs pubsub python raspberry-pi tensorflow

Last synced: 09 Apr 2026

https://github.com/jyothish-ram/invoice_ocr_api

Invoice OCR Extraction Flask API

flask-api gemma-2b nlp ocr ollama tensorflow tesseract

Last synced: 05 Jan 2026

https://github.com/furk4neg3/traffic-volume-forecasting

Traffic volume forecasting with AI using bidirectional LSTM model and React frontend.

artificial-intelligence bidirectional-lstm data-visualization deep-learning flask forecasting fullstack-development react tensorflow

Last synced: 03 Jan 2026

https://github.com/pelayo-felgueroso/tensorflow-gpu-setup

Step-by-step guide to installing TensorFlow with GPU support on Conda.

artificial-intelligence cuda deep-learning gpu machine-learning nvidia nvidia-gpu setup-guide tensorflow

Last synced: 17 Feb 2026

https://github.com/faseeh41/face_and_emotion_detection

Performing image classification for detection of various human emotions using CNN Architecture.

emotion-detection facial-recognition keras opencv tensorflow

Last synced: 04 Jan 2026

https://github.com/lambda-science/myoquant-streamlit

MyoQuant-Streamlit is a demo web application to showcase usage of MyoQuant. Demo version deployed at: https://lbgi.fr/MyoQuant

computer-vision deep-learning disease histology image medecine python pytorch quantification streamlit tensorflow

Last synced: 10 Apr 2026

https://github.com/laraib-azmat/tensorflow_qna_model

React Native code using tesnorflow QnA model that answer the question according to provided context. This app contain Camera Screen, Upload to firebase Screen, Images of firebase Screen, and QnA Screen

authentication firebase-database firestore qna react-native tensorflow

Last synced: 08 May 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