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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/dianac01/cat-vs-dog-classifier

Image classifier for cats vs dogs using MobileNetV2 and TensorFlow/Keras

cat-vs-dog computer-vision deep-learning image-classification keras tensorflow

Last synced: 05 May 2026

https://github.com/0hmx/figuro

contains 3 projects *remove-background *calendar and figuro.in

backend frontend react tailwidcss tensorflow

Last synced: 14 Apr 2026

https://github.com/0h-n0/dl_benchmarks

Simple benchmarks on major deeplearning frameworks with Python.

benchmark chainer cntk deeplearning mxnet neon pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/rishannp/motor-imagery---graph-attention-network

This is works in attempt to develop novel, state-of-the-art models for decoding EEG MI data from patient datasets. Specifically using GAT, highlighting their potential advantages.

amyotrophic-lateral-sclerosis bci-competition-iv-2a brain-computer-interface deep-learning eeg graph-attention-networks keras machine-learning motor-imagery-classification tensorflow

Last synced: 12 Jul 2025

https://github.com/chandansoren/industrial-defect-detection

This project implements a deep learning model to automatically detect defects in industrial equipment through image classification. The model classifies equipment images into 'defective' and 'non-defective' categories.

cnn-model keras-tensorflow object-detection python tensorflow

Last synced: 06 May 2026

https://github.com/mindees/crypto-ai

Reproducible, decision-support BTC/ETH multi-task ML pipeline — free data, causal features, honest baselines, purged walk-forward backtests. Not financial advice.

algorithmic-trading backtesting bitcoin crypto cryptocurrency data-pipeline deep-learning ethereum feature-engineering financial-machine-learning fintech keras machine-learning mlops python quantitative-finance tensorflow time-series trading-bot transformer

Last synced: 29 May 2026

https://github.com/jofaval/mnist

Computer Vision with Neural Networks for handwritten digits recognition in 1998

classification computer-vision data-science deep-learning deep-neural-networks google-colab keras matplotlib pyspark python pytorch seaborn spark tensorflow

Last synced: 12 Apr 2026

https://github.com/kurayami07734/vitiligo-detector-api

FastAPI backend for vitiligo detection

api docker fastapi machine-learning python tensorflow

Last synced: 14 Apr 2026

https://github.com/alvii147/nextwordprediction

Next Word Prediction program using Google Universal Sentence Encoder

google-universal-sentence-encoder tensorflow

Last synced: 02 May 2026

https://github.com/alyssonmach/tf-autoencoders-algorithm

friendly examples of using autoencoders with different applications

autoencoders deep-learning tensorflow

Last synced: 02 May 2026

https://github.com/pradeep31747/smartsuggest-personalized_product_recommendations

This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.

jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode

Last synced: 28 Jan 2026

https://github.com/808vita/tfjs-handpose

A simple store site which uses TensorflowJS hand pose detection to place cat food orders -which gets stored to db

ai face-detection face-recognition fingerpose-ext hand-detection hand-gesture-recognition handpose js nextjs rest-api tensorflow tensorflowjs tensorflowjs-models tfjs two-hands

Last synced: 18 Apr 2026

https://github.com/ravakili/backgammonai

This repository contains the code and models for a Backgammon AI that provides move predictions at three different difficulty levels: easy, medium, and hard.

ai google-drive neural-networks reinforcement-learning tensorflow

Last synced: 24 Feb 2026

https://github.com/dp3xd/oriented-object-detection-model-for-aerial-images

Repository for Computer Vision project - 2024

computer-vision python tensorflow

Last synced: 24 Feb 2026

https://github.com/chubaar/saymyname

This project is Say My Name, a Face Recognition Attendance System developed using Python, OpenCV, and Firebase. It allows students to log their attendance by scanning their faces, and admins can view attendance records and generate reports.

appscript attendence-management-system python tensorflow

Last synced: 18 Apr 2026

https://github.com/razamehar/plant-disease-detection-using-yolo

This project aims to develop a robust plant disease detection system using advanced machine learning techniques, primarily leveraging YOLO for object detection. The workflow includes data preprocessing, feature extraction, non-negative matrix factorization, fuzzy clustering, and model training.

fuzzy-cmeans-clustering non-negative-matrix-factorization object-detection plant-disease-detection python tensorflow yolov8

Last synced: 12 Apr 2026

https://github.com/jelhamm/deep-learning-with-python-second-edition

"Implementations of deep learning concepts from Deep Learning with Python (Second Edition) by François Chollet. Includes hands-on examples, code exercises, and practical applications using TensorFlow and Keras."

deep-learning deep-learning-book deep-learning-models deep-learning-projects hands-on-machine-learning jupyter-notebook keras practical-applications python python-book tensorflow

Last synced: 14 Oct 2025

https://github.com/kamangir/image-classifier-2

A state-of-the-art fully customizable TensorFlow image classifier w/ a bash cli.

bash-scripting deep-learning image-classification machine-learning python tensorflow transfer-learning

Last synced: 12 Apr 2026

https://github.com/vikktor93/tarea4-introduccion-vision-computacional

Comparative study of CNN, MobileNetV2 Transfer Learning, and SVM for tomato leaf disease classification using the PlantVillage dataset.

cnn-classification computer-vision keras mobilenetv2 python3 tensorflow transfer-learning

Last synced: 18 Apr 2026

https://github.com/jeslipriya/emotion-detection

This project is an enhanced real-time facial emotion detection system that uses deep learning (OpenCV + mini-XCEPTION) to accurately recognize human emotions through a webcam or image input. It features advanced preprocessing, temporal smoothing, and a clean visual interface for smooth and stable emotion analysis.

7-emotions deep-learning emotion-detection fer2013 numpy opencv opencv-python python tensorflow

Last synced: 03 Jul 2025

https://github.com/gaurav-0211/soil-data

An AI-powered web system that monitors and analyzes microbial soil health using sensor data and machine learning. It provides real-time insights and smart recommendations to enhance soil quality and agricultural productivity.

arduino django fastapi front-end-development http-server internet-of-things machine-learning pydantic sklearn sqlalchemy tensorflow

Last synced: 30 Dec 2025

https://github.com/lyz508/gpt2-ai-writing

Self-trained GPT-2 model, NYCU 2022 AI Final Project

gpt-2 machine-learning tensorflow

Last synced: 15 May 2026

https://github.com/abdelrahman-amen/lennet-5

LeNet-5 Image Classification project demonstrates the power of the LeNet convolutional neural network for character and digit recognition in grayscale images.

deep-learning keras lenet-5 python seaborn skit-learn tensorflow

Last synced: 05 May 2026

https://github.com/andrew2077/pulmoai

Pulmo AI : web application for Automatic Covid and Pneumonia detection from both Xray and CT

covid-detection firebase flask javascript machine-learning matplotlib pillow plotly pneumonia-detection python tensorflow

Last synced: 12 Apr 2026

https://github.com/gabboraron/intro_to_deep_learning-kaggle_course

Use TensorFlow and Keras to build and train neural networks for structured data.

deep-learning kaggle-courses keras tensorflow

Last synced: 11 May 2026

https://github.com/sub-mod/tf-mnist

MNIST digit identification with Tensorflow and s2i

openshift s2i tekton-pipelines tensorflow

Last synced: 02 May 2026

https://github.com/santoshn86/dlp-ev-system-for-pa-optimization

This system is a game-changer, enabling smarter energy management through predictive insights and personalized optimization strategies.

aiml django flask keras pytorch scikit-learn tensorflow typescript

Last synced: 13 Apr 2026

https://github.com/icallmygithairyharry/neural-networks-types-basics

Решение практических задач с 4 видами нейронных сетей (FNN, CNN, RNN, GAN). Весь код содержит подробные комментарии и подходит для изучения основ нейронных сетей с использованием TensorFlow/Keras.

cnn fnn gan keras rnn tensorflow

Last synced: 12 Apr 2026

https://github.com/emirhanaydin60/deepskinde

The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.

cnn differential-evolution isic isic-2019 isic-challenge keras tensorflow

Last synced: 12 Apr 2026

https://github.com/bin-detective/bindetective-ml

This repository provides the machine learning models for the Bin Detective app, designed to classify waste into 10 categories. It includes model details, training documentation, and dataset information to support waste classification tasks.

cnn efficientnet keras resnet tensorflow

Last synced: 12 Apr 2026

https://github.com/blob42/tensorflow-image-classification

tensorflow convnet image classification with CIFAR-10 dataset, 0.7 accuracy

cifar10 cnn cnn-model nd101 tensorflow

Last synced: 03 Jul 2025

https://github.com/maraxd/house_music_w-facial_expressions

🎶play house music sounds with your facial expressions

opencv python tensorflow

Last synced: 12 Apr 2026

https://github.com/khaled-ghanem/ocular-disease-classification

Train individual CNN models for AMD, DR, Cataract, and Glaucoma diseases using Fundus image dataset.

cnn computer-vision cv2 inceptionv3 keras matplotlib python resnet-50 tensorflow transfer-learning vgg19

Last synced: 14 Apr 2026

https://github.com/raju-2003/agri-aid-expert

AgriExpert utilizes Streamlit, Tensorflow, and Python for predicting crop diseases, aiding farmers in proactive agricultural management.

openai python serper streamlit tensorflow

Last synced: 06 May 2026

https://github.com/arrhythmia-detection/arrhythmiadetectionmodels

This repository contains ML codebase developed during CSE713 group project

arrhythmia-detection deep-neural-nets esp32-s3 scikit-learn tensorflow tensorflow-lite tinyml

Last synced: 12 Apr 2026

https://github.com/lkuich/coach-unity

Unity SDK for Coach

machine-learning ml tensorflow unity

Last synced: 02 May 2026

https://github.com/yomi4486/cat_discrimination

猫の種類の判別を行うAPIです。

adam-optimizer ai fastapi keras python3 tensorflow

Last synced: 06 May 2026

https://github.com/dynamicanupam/skin_cancer_detection_using_cnn

Build a custom convolutional neural network neural network from scratch in Tensorflow to identify the type of skin cancer from image.

classimbalance cnn dataaugmentation deep-learning keras tensorflow

Last synced: 12 Apr 2026

https://github.com/varuntotakura/face-recognition

My own code for Face Recognition using Python

face-recognition numpy opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/nhatthaiquang-agilityio/deep-learning-multi-label-image

Build Multi Label Image Classification Model

deep-learning keras tensorflow

Last synced: 09 Apr 2025

https://github.com/heysreelal/wasteclassifier

An app that classifies wastes to particular trash bins. Uses TensorFlow Lite. Keerthana's Project.

machine-learning mmc model project tensorflow

Last synced: 27 Oct 2025

https://github.com/syedsajjadaskari/end-to-end-chicago-taxi-tip-prediction-with-bigquery-and-vertex-ai

An end-to-end example of Chicago taxi on Google Cloud using TensorFlow, TFX, and Vertex AI

bigquery gcp tensorflow tfx vertex-ai

Last synced: 06 May 2026

https://github.com/maxtmiller/spot-sense

SpotSense, built at DeltaHacks, simplifies skin cancer detection with TensorFlow for image analysis, secure SQL storage, Google Maps for hospital locations, and a Cohere chatbot for guidance—all secured with Google OAuth.

flask google-maps-api google-oauth2 pillow python tensorflow

Last synced: 16 Mar 2025

https://github.com/vlad-moroshan/image-captioner

Web application that utilizes Deep Learning model with visual attention to generate descriptive captions for images

attention-mechanism computer-vision deep-learning deep-neural-networks docker fastapi heroku-deployment image-captioning react tensorflow

Last synced: 05 Apr 2026

https://github.com/popfido/tensorflow-client-builder

An example/introductory repository to generate tensorflow gRPC client code in java, C++, C#, Javascript, or Python

grpc java tensorflow tensorflow-serving

Last synced: 12 Apr 2026

https://github.com/nhatthaiquang-agilityio/face-mask-detection

Build face mask detector with OpenCV, Keras/TensorFlow, and Deep Learning.

keras opencv tensorflow

Last synced: 06 May 2026

https://github.com/lixx21/tensorflow_advanced_technique_deeplearning.ai

All projects and documentation from Tensorflow Advanced Technique course from Deeplearning.AI

ai computer-vision tensorflow

Last synced: 03 Apr 2025

https://github.com/senior-sigan/mnist_android

Digits recognition on Android with Tensor Flow

android mnist mnist-dataset tensorflow tensorflow-android

Last synced: 06 May 2026

https://github.com/aakashsyadav1999/dog-breed-classifier

This project, DOG-BREED-CLASSIFIER, uses a deep learning CNN model to predict dog breeds from images.

app aws aws-s3 cnn-classification docker docker-compose gemini-ai gemini-api keras-tensorflow pandas prediction-model prefect prefect-agent tensorflow

Last synced: 28 Jan 2026

https://github.com/ahmad-ali-rafique/batch-card-detection-app

A deep learning-based Streamlit app to detect if a person is wearing a batch card, built with TensorFlow. Includes trained model, app interface, and deployment guide.

ai artificial-intelligence carddetection deep-neural-networks streamlit-dashboard tensorflow

Last synced: 02 May 2026

https://github.com/raghavendra317/brain-tumor-detection

A deep learning-based project for classifying brain MRI images into Glioma, Meningioma, No Tumor, and Pituitary Tumor using Convolutional Neural Networks (CNNs). This project aims to assist in early tumor detection, improving diagnostic accuracy and healthcare outcomes.

cnn-classification keras numpy opencv scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/keshabkjha/imsage

Imsage is a Streamlit app for image classification using MobileNetV2 (ImageNet) and a custom CIFAR-10 model. Users can upload images and get real-time predictions with confidence scores, with options to switch between models and download results in CSV format. It showcases the use of deep learning in a user-friendly interface.

image-classification streamlit streamlit-webapp tensorflow

Last synced: 13 Apr 2026

https://github.com/gianttreelp/emoji-auto-encoder

Compresses Twemoji emojis down to 32 bytes (8 4-bit floating point numbers).

autoencoder compression emoji image-compression python3 tensorflow tfjs

Last synced: 02 May 2026

https://github.com/abhisek-13/handwritten_digit_classifier

This repository contains a CNN model for handwritten digit recognition with 98% accuracy. Implemented in a Jupyter Notebook, the code is easy to understand, modify, and use for further development, including creating your webpage.

cnn deep-learning kaggle keras mnist-dataset pandas python tensorflow

Last synced: 15 Apr 2026

https://github.com/hdgiacon/cats_and_dogs_classify

Projeto de visão computacional para análise e comparação de modelos convolucionais a fim de classificar imagens utilizando Transfer-learning e GRAD-CAM.

cnn computer-vision deep-learning python tensorflow

Last synced: 05 May 2026

https://github.com/rijoslal/braintumordetection_mlops

FastAPI-based Brain Tumor Detection system following MLOps principles, enabling efficient model deployment, automated data handling, and seamless API integration for real-time predictions

dagshub dvc fastapi mlflow-tracking-server mlops tensorflow vision-transformer

Last synced: 24 Jan 2026

https://github.com/usmanrasheed1/number-recognition-cnn

A CNN that tries to accurately predict the correct values of any digit between 0-9 using Tensorflow, keras and flask.

ai cnn flask jupyter keras python tensorflow

Last synced: 27 Jan 2026

https://github.com/tromesh/attendance-predictor

Student Attendance predictor for Scheduling lecture sessions

matplotlib numpy pandas tensorflow

Last synced: 05 May 2026

https://github.com/pvrnsurendra/sure-trust-face-emotion-recognition-and-emoji-suggestion

A real-time facial emotion recognition system using DenseNet121 CNN, detecting emotions like happy, sad, angry, and surprise from webcam or image input. The system maps emotions to emojis, enhancing interaction. Built with TensorFlow, Keras, and OpenCV, this project showcases deep learning in human-computer interaction.

cnn-classification course-full-stack-data-science deep-learning densenet121 emoji-suggestions face-emotion-recognition flask g-1 image-classification keras opencv python raf-db real-time-emotion-detection sure-trust tensorflow transfer-learning

Last synced: 12 Apr 2026

https://github.com/namila007/fruits-360-classification

Image classifications done using tensorflow , keras neural networks

keras neural-network tensorflow tensorflow-experiments

Last synced: 28 Jan 2026

https://github.com/timpaquaij/chick-vascular-quantification-app

An application to quantify chick vascular structures based on microscopy images

computer-vision deep-learning tensorflow vascular-quatification

Last synced: 06 Feb 2026

https://github.com/manuelblancovalentin/tensorplot

Tired of old-school boring default tensorflow/keras model architecture plots? Give this code a try! Nice, fresh, super-cool, colorful plots for your keras models (works with any wrapper also!).

artificial deep gpu intelligence keras learning machine model plot pytorch tensorboard tensorflow

Last synced: 06 Feb 2026

https://github.com/k4u5h4l/sentinalyzer

A web app which detects the sentiment of a movie review, whether it is positive or negative.

django javascript jupyter-notebook keras-tensorflow neural-networks python react sentiment-analysis tensorflow tensorflow2

Last synced: 13 Apr 2026

https://github.com/msaadx/Signature-Image-Classification

A machine learning pipeline for signature classification and forgery detection, leveraging Python, OpenCV, TensorFlow, and sklearn. Includes data preprocessing, feature extraction, model training, and performance evaluation.

classfication cnn-classification computer-vision opencv python sklearn tensorflow

Last synced: 12 Oct 2025

https://github.com/pravesh-mansharamani/catvsdog-classifier

Trained a CNN model that classifies images of cats and dogs with an accuracy of 80%.

cnn keras machine-learning matplotlib python tensorflow

Last synced: 13 Apr 2026

https://github.com/pintamonas4575/rlgan-project-maadm-upm

Neuroevolution to learn the Lunar Lander from Gymnasium and a GAN to learn to color images. Subject from the ML and BD master´s degree of UPM.

cifar10 cuda dcgan deep-learning flappy-bird gan genetic-algorithm lunar-lander machine-learning mlp python3 pytorch reinforcement-learning tensorflow wgan-gp

Last synced: 12 Apr 2026

https://github.com/janaghoniem/fruits-recognition-using-deep-learning-with-data-augmentation

A deep learning project for classifying 130+ fruits using EfficientNet, ResNet, and MobileNet with custom augmentations and SE blocks. Built on the Fruits-360 dataset.

background-replacement cnn data-augmentation deep-learning efficientnetb0 fruits360 image-classification image-recognition keras mobilenetv2 resnet-50 squeeze-and-excitation tensorflow transfer-learning

Last synced: 14 Apr 2026

https://github.com/arijit-7612/sms-spam-detection

A deep learning–based SMS Spam Detector built with BiLSTM and Keras TextVectorization. The model classifies messages as Spam or Ham with high accuracy and is deployed on Streamlit for real-time text classification with a clean and interactive user interface.

pandas python scikit-learn seaborn streamlit tensorflow

Last synced: 12 Apr 2026

https://github.com/sandipkushwaha20/brain_tumour_detector

This project utilizes deep learning to detect and classify brain tumors from MRI images. The primary objective is to determine whether a tumor is present and, if so, classify its type with high accuracy.

deeplearning keras numpy pandas python tensorflow

Last synced: 12 Apr 2026

https://github.com/sakshiaher-codes/detection-of-face-swap-based-deep-fake-videos

This repository contains a Deep Fake Detection model that uses Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks to analyze videos and detect deepfake content. The model extracts frames from videos, processes them using deep learning techniques, and determines whether the video is real or fake based on trained data.

ai-forensics cnn-lstm computer-vision data-augmentation deep-learning deepfake-detection face-detection fake-video-detection machine-learning streamlit-app tensorflow video-processing

Last synced: 12 Apr 2026

https://github.com/yassizh/brain-tumor-detection

Our project leverages AI, specifically transfer learning with Keras and TensorFlow, to detect brain tumors from MRI images. We are developing a precise algorithm, evaluating its performance, and creating a user-friendly interface for healthcare professionals.

brain-tumor-detection cnn computer-vision deep-learning detection image-processing jupyter-notebook keras preprocessing pyqt5 tensorflow transfer-learning

Last synced: 21 Jan 2026

https://github.com/tonyz0x0/ts-cnn-benchmark

The CNN benchmark test on Tensorflow

python tensorflow

Last synced: 02 May 2026

https://github.com/subhas-pramanik-09/mnist-digit-identification

MNIST Handwritten Digit Clasification using Deep Learning (Neural Network)

jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 14 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