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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/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/saharstudios/lungcancerclassification

This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.

ai-in-healthcare-and-biology biomedical-ai cancer-classification histopathology image-classification lidc-dataset lung-cancer-classification lung-cancer-detection machine-learning medical-imaging neural-networks pyradiomics streamlit tensorflow

Last synced: 01 Jul 2025

https://github.com/dongju93/file-to-image-for-cnn

Convert files to binary, then transform them into RGB images. Subsequently, use these RGB images to train CNN models in a supervised manner for malware detection.

convolutional-neural-networks deep-learning javascript jupyter-notebook machine-learning python pytorch supervised-learning tensorflow typescript

Last synced: 07 Apr 2026

https://github.com/gdg-a-coruna/inteligencia-artificial-en-la-deteccion-del-cancer

Repositorio con recursos sobre la charla Build with AI: Inteligencia Artificial en la Detección del Cáncer

ann breast-cancer breast-cancer-prediction breast-cancer-wisconsin keras lasso matplotlib ml numpy pandas python r svm tensorflow

Last synced: 17 Feb 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/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/tahirzia-1/nlp-textclassify

A hands-on NLP project comparing classic ML models (Naïve Bayes, SVM, Logistic Regression) and ANNs for text classification using SMS Spam and 20 Newsgroups datasets.

adam-optimizer ann cbow deep-learning lemmatization logistic-regression naive-bayes-classifier nlp nlp-machine-learning skipgram-algorithm svm tensorflow tfidf tfidf-vectorizer tokenization vectorization word2vec

Last synced: 12 Apr 2026

https://github.com/linggarm/dicoding-belajar-machine-learning-untuk-pemula

Final project submission for "Belajar Machine Learning untuk Pemula" course on Dicoding (Rock-Paper-Scissor Image Classification with CNN)

computer-vision deep-learning dicoding dicoding-academy dicoding-submission image-classification keras machine-learning python tensorflow

Last synced: 04 May 2026

https://github.com/supriya811106/garbage-classification-system

A machine learning tool built with TensorFlow and the VGG16 model. It classifies waste items from images, assisting in efficient recycling. Users upload waste images, and the system identifies the waste type.

classification feature-extraction garbage-classification image-classification image-processing keras machine-learning python tensorflow trasfer-learning vgg16

Last synced: 30 Dec 2025

https://github.com/handekilinc/cifar100-ile-derin-ogrenme-ve-cnn-tabanli-gorsel-siniflandirma

Deep Learning model for predicting image classification using CIFAR 100 dataset.

cifar100 cnn-classification tensorflow

Last synced: 18 May 2026

https://github.com/shishimaru/predictstocks

Predict stocks with multivariate time series

gru lstm rnn stocks tensorflow wavenet

Last synced: 30 Apr 2026

https://github.com/hoyirul/lstm-stock-predictions

LSTM-based model for predicting stock prices using historical time series data. Demonstrates deep learning techniques for sequential data forecasting with TensorFlow/Keras.

jupyter-notebook keras lstm model python3 streamlit tensorflow

Last synced: 12 Apr 2026

https://github.com/trissim/polystore

Framework-agnostic multi-backend storage abstraction for ML and scientific computing

backend data io jax ml multi-framework numpy pytorch scientific-computing storage tensorflow zarr

Last synced: 12 Apr 2026

https://github.com/xharshit/face-recognition-based-student-attendance-system-using-ml

Automated attendance system using face recognition with Python, OpenCV, and machine learning. Real-time detection, logging, and GUI support.

attendance-system computer-vision face-detection face-recognition keras machine-learning mtcnn-face-detection opnecv python tensorflow

Last synced: 12 Apr 2026

https://github.com/chauhan-aman/realtime--tfod

Realtime-TFOD detects gestures like hello, thumbs-up, thumbs-down, and namaste in real time, enabling intuitive human-computer interaction.

computer-vision deep-learning jupyter-notebook object-detection opencv python tensorflow

Last synced: 12 Apr 2026

https://github.com/pjarbas/deep-rl

Solving gym environments using RLlib: Industry-Grade Reinforcement Learning

deep-learning deep-reinforcement-learning pytorch rllib tensorboard tensorflow

Last synced: 06 May 2026

https://github.com/carloocchiena/rnn_text_generation

RNN for text generation from models with Keras and Tensorflow

keras python rnn rnn-tensorflow tensorflow

Last synced: 12 Apr 2026

https://github.com/rezapace/machine-learning-sound-detection

Welcome to the Machine Learning Detection Sound project! This project harnesses the power of machine learning to analyze car sounds, enabling the detection of vehicles based on their audio signatures.

colab-notebook googlecolab jupyter-notebook machine-learning numpy pathlib python python3 sound source tensorflow voice voice-recognition

Last synced: 09 Apr 2026

https://github.com/wasifsohail5/traffic-sign-recognition-system

The Traffic Sign Recognition System is a deep learning project focused on classifying German traffic signs from images. It leverages a custom-trained CNN model, built and deployed with Streamlit, and offers an intuitive UI for users to interact, test, and learn about traffic signs.

cnn-keras deep-learning keras mobilenetv2 streamlit tensorflow traffic-sign-classification

Last synced: 09 Apr 2026

https://github.com/sujata-adhikari/machine-learning

Potato Disease Classification: Inspired by our kitchen garden, to detect potato disease using image of grown potato plant leaf.

cnn-classification jyputer-notebook kaggle-dataset machine-learning opencv pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/carlostojal/barnabychatbot

BarnabyChatbot is a simple chatbot used as demo for Barnaby API. Its goal is to show how easy is to use Barnaby API.

chatbot python tensorflow tkinter

Last synced: 14 May 2026

https://github.com/nitinprakash96/rnn-tf

This is an attempt to implement a Recurrent Neural Network from Scratch backed with TensorFlow

deep-learning neural-network rnn rnn-tensorflow tensorflow tensorflow-tutorials

Last synced: 14 May 2026

https://github.com/arpanpramanik2003/chest-xray-pneumonia-classifier

🔍 A deep learning system that analyzes chest X-rays to detect pneumonia with 95.4% accuracy. Built with TensorFlow/Keras and deployed via Streamlit. NOT for clinical diagnosis.

chest-xray-images classification deep-learning high-performance keras pneumonia-detection streamlit tensorflow

Last synced: 11 Aug 2025

https://github.com/herbiebradley/tensorflow-notebooks

Miscellaneous notebooks and model implementations in Tensorflow

ten tensorflow

Last synced: 14 May 2026

https://github.com/arjunan-k/image_classifier

Built an image classifier of Messi and Ronaldo with Python and Tensorflow.

deep-learning neural-network tensorflow

Last synced: 17 May 2026

https://github.com/rosa-lpz/machine-learning-zoomcamp-2025

Machine Learning Zoomcamp 2025 from DataTalksClub. Based on repository: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master

aws deep-learning docker flask kserve kubernetes machine-learning machine-learning-algorithms machine-learning-projects metrics-visualization neural-networks numpy pandas python scikit-learn tensorflow xgboost

Last synced: 06 Apr 2026

https://github.com/bruvduroiu/rnn-protein-structure

Using Recurrent Neural Networks to predict secondary protein structure

cnn gru protein-structure python rnn tensorflow

Last synced: 18 May 2026

https://github.com/tugot17/classifying-nucleic-acid-sequence-using-gru

Tensorflow 2.0 implementation of classification of the genetic code sequence. Genetic code has form of Nucleobases sequence (A C T G). We use GRU cells (Gated Recurrent Units) to classyfie given sequence to one of four classes.

gru-cells jupyter-notebook nucleobases-sequence tensorflow

Last synced: 17 May 2026

https://github.com/eomielan/eeg-machine-learning

Comparison of Machine Learning models for identifying whether a person is engaged in active recall or problem solving using EEG data

machine-learning sklearn tensorflow

Last synced: 10 May 2026

https://github.com/kenwuqianghao/ml-zoomcamp

Code and homework for ML Zoomcamp

machinelearning numpy pandas python3 tensorflow

Last synced: 06 Apr 2026

https://github.com/RedInfinityPro/RedditBot

Rating: (7/10) This script collects, preprocesses, trains models, processes images, and handles files, handling data from Reddit, image processing, and file handling.

autocorrect bytesio concurrent nltk numpy openpyxl pandas pil praw random re requests secrets sklearn string tensorflow time urllib

Last synced: 30 Sep 2025

https://github.com/matheusotenio/catdog_imageclassifier

Classificar imagens de gatos e cães, utilizando um conjunto de dados misto.

deep-learning freecodecamp-project ipynb machine-learning matplotlib numpy tensorflow

Last synced: 29 Nov 2025

https://github.com/ohyeasabhi/signature-recognizer

Este projeto desenvolve um sistema para verificar a similaridade de assinaturas usando redes neurais. Ele utiliza o Triplet Loss para criar embeddings, focando na avaliação biométrica com o dataset CEDAR. 🖊️🌐

backpropogation-neural-network computer-vision django image-recognition jupyter-notebook keras machine-learning-projects neural-network numpy one-shot-learning python-project siamese-neural-network signature signature-recogniton tensorflow type voice-recognition windows

Last synced: 08 Apr 2026

https://github.com/tikquuss/nmt

Attentional NMT with RNN and Transformer on African languages

african-languages attention-mechanism nmt tensorflow

Last synced: 12 May 2026

https://github.com/omatheusribeiro/real-time-ai-hand-pose

The application was created to identify Hand Pose positions, so I use the Tensorflow library to read the user's hand and identify the movement points.

css detection front-end front-end-development frontend hand-pose handpose html javascript react reactjs real-time recognition tensorflow

Last synced: 29 Apr 2026

https://github.com/alpha597/music_classification_ml

A project which compares different machine learning algorithms' accuracy in music genre classification of a large dataset.

machine-learning pandas python scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/j-nobull/noble_ana-500

Apply Advbanced Python programming to data science problems

dash machine-learning-algorithms neural-network numpy pandas plotly scikit-learn tensorflow

Last synced: 03 Mar 2025

https://github.com/knightron0/nidhi-python

Python code for our amity hackathon team project

machine-learning python tensorflow

Last synced: 17 May 2026

https://github.com/rachbieb/gesture-glance

This project involves building a Sign Language Detection System using deep learning. The goal is to train a model that can recognize and classify hand gestures corresponding to sign language words. The system will use a webcam to detect the real-time sign language. We used a real time data which we captured via webcam and labelled using labelImg.

deep-learning jupyter-notebook machine-learning object-detection python tensorflow

Last synced: 09 May 2026

https://github.com/drom/xla

TensorFlow XLA JavaScript toolbox

linear-algebra simd tensorflow

Last synced: 05 Apr 2025

https://github.com/yama-jan/stlouis-weather-predictor

🌡️ Predict St. Louis' average daily temperature using historical data with this machine learning pipeline and interactive Streamlit app.

data-science deep-learning forecasting keras machine-learning neural-network noaa open-meteo python streamlit tensorflow time-series weather-prediction

Last synced: 06 Apr 2026

https://github.com/geyang/image-segmentation

Getting familiar with image segmentation

deep-learning playground segmentation tensorflow

Last synced: 10 May 2026

https://github.com/circuit-overtime/cnn_facecom

Yo!! Welcome to the Collaborative Repository for CNN Facial Classification and Gender Recognition

cnn computer-vision flask grad-cam keras nn pillow pytorch resnet50 resnet50v2 tensorflow tersorboard

Last synced: 05 Apr 2026

https://github.com/ayushtiwari134/stock_price_predictor_dl

This is a full stack end to end project with the model trained in jupyter notebook, the backend file written in python, and for simplicity, the frontend created using streamlit.

deep-learning eda keras lstm-model machine-learning matplotlib numpy pandas python rnn streamlit tensorflow yfinance-library

Last synced: 06 Apr 2026

https://github.com/aritrakar/trafficsigndetection

🚦Traffic sign detection using CNNs.

cnn python tensorflow

Last synced: 15 Apr 2026

https://github.com/gabrielvictorgvs/heart-disease-prediction-bnn

A simple binary classification neural network to classify patients from the Cleveland Hearth Disease Dataset as either "sick" or "healthy" based on their personal habits and exam results.

bnn-prediction keras python tensorflow

Last synced: 29 Dec 2025

https://github.com/shibasishb2/neural-network-and-deep-learning

Part A: To build a machine learning model to predict the signal quality of a communication equipment using various parameters. Part B: To develop a digit classifier using the Street View Housing Number (SVHN) dataset.

deep-learning image-recognition neural-networks tensorflow

Last synced: 28 Apr 2026

https://github.com/shakshi3104/tfxtend

TensorFlow and Ploly tools

hyperdash plotly tensorflow

Last synced: 16 May 2026

https://github.com/olimeme/speechrecognition

Speech Recognition system in russian language

python tensorflow

Last synced: 05 May 2025

https://github.com/thomd/on-tensorflow

some experiments with TensorFlow

computer-vision machine-learning tensorflow

Last synced: 15 May 2026

https://github.com/csoren66/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: 03 Mar 2025

https://github.com/osamhack2020/web_tinkerbell_tinkerbell

군내 통신장애 상담 AI

django keras react tensorflow

Last synced: 06 Apr 2026

https://github.com/taymesmaee/anomaly-detection-in-transactions

Anomaly detection in transactions means identifying unusual or unexpected patterns within transactions or related activities. These patterns, known as anomalies or outliers, deviate significantly from the expected norm and could indicate irregular or fraudulent behaviour.

anomaly-detection autoencoder credit-card credit-card-fraud data-science-portfolio isolation-forest machine-learning matplotlib mlops-project pandas predictive-analytics python tensorflow tutorials

Last synced: 19 Oct 2025

https://github.com/pingsutw/recommendation-system

Recommendation system implementation

ai click-through-rate ctr deep-learning deepfm tensorflow

Last synced: 17 May 2026

https://github.com/zackakil/tensor-fun

Just some experimenting with tensor flow from Campus workshop along with how I got tensorflow working in Jupyter managed by Anaconda.

anaconda jupyter-notebook tensorflow tensorflow-tutorials

Last synced: 12 May 2026

https://github.com/arthur-kitsuragi/fluiddiff

A Denoising Diffusion Model for Fluid Field Prediction

diffusion-model fluid-simulation machine-learning phiflow tensorflow

Last synced: 17 May 2026

https://github.com/msikorski93/semantic-segmentation-of-satellite-images-with-u-net

A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.

cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation

Last synced: 20 Jan 2026

https://github.com/vlievin/deeplearning-tutorials

A collection of Tensorflow tutorials focusing on RNN and VAE. Work in progress!

rnn rnn-encoder-decoder rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 01 May 2026

https://github.com/a11ywatch/tensornet

MobileNet + ImageNet predictions in nodejs without node-canvas

tensorflow tensornetwork

Last synced: 03 May 2026

https://github.com/herbitovich/multiclasstextclassification_ru

A RuBERT-based PyTorch + TensorFlow models: personal news-recommender system and multiclass news classification.

ml tensorflow textclassification torch

Last synced: 20 May 2026

https://github.com/siris2314/stockenable

A python package built to allow stock prediction and crypto prediction

cryptocurrency keras-neural-networks pypi-package python3 stock tensorflow

Last synced: 17 May 2026

https://github.com/rizkyngrh23/nmme-cnn-training

Train and evaluate NMME model precipitation data (CanSIPSv2, CanCM4i, CanSIPS-IC3, GEM-NEMO) for SPI prediction using CNN

cnn-model model-evaluation neural-networks prediction-model tensorflow weather-forecast weather-information

Last synced: 15 May 2026

https://github.com/assemblecat/analyze-the-spire

[Analyze the Spire]약 3,170만개 Slay the Spire 플레이를 기반으로 덱, 적, 유물 타입에 따른 기대 데미지 분석 모델

analye-the-spire python tensorflow

Last synced: 16 May 2026

https://github.com/vasu7052/spam-classifier

This is a Machine Learning Project to detect whether a given sentence maybe a spam or not using Python and Keras.

keras keras-neural-networks python3 scikit-learn spam-classification tensorflow

Last synced: 11 Apr 2026

https://github.com/edibleshelfxii/mnist_handwritten_number_identifier

Simple Tensorflow implementation of MNIST handwritten number identification model and real time implementation with raspberry pi camera

keras machine-learning mnist mnist-classification raspberry-pi raspberry-pi-camera tensorflow

Last synced: 06 Mar 2026

https://github.com/jvillemare/youdee-finder

Finding the UofD Mascot YoUDee using a TensorFlow ML model.

python tensorflow tensorflow-models

Last synced: 20 Jan 2026

https://github.com/tusharsaini999/heart-disease-prediction

The Heart Disease Prediction web application is an AI/ML-based solution designed to help users assess their risk of heart disease. The platform provides a simple login/signup system, user profiles, and history management for past predictions.

ai expressjs ml mysql reactjs tailwindcss tensorflow

Last synced: 01 Apr 2026

https://github.com/quocanh189/sentiment_analysis_eventhub

This project implements a Sentiment Analysis model using a neural network architecture built with Keras. The model classifies text into binary sentiment categories (positive or negative) by leveraging word embeddings and Gated Recurrent Units (GRU) layers. Additionally, the project includes a simple Flask web application to provide a real-time sent

docker flask nlp-machine-learning numpy pandas sentiment-analysis tensorflow

Last synced: 28 Oct 2025

https://github.com/alseambusher/synopse

Deep learning for abstractive summarization

deep-learning tensorflow

Last synced: 15 May 2026

https://github.com/kurianbenoy/emoticon

This is the website which I build for our Emotion Analyser when I participated in Angel Hackathon 2017 Kochi

angelhack django tensorflow

Last synced: 05 May 2026

https://github.com/allanotieno254/diabetes-prediction-ann

This project focuses on predicting diabetes using an Artificial Neural Network (ANN) model trained on the Pima Indians Diabetes Dataset.

ann data-analytics keras keras-tensorflow machine-learning-algorithms neural-networks tensorflow

Last synced: 06 Apr 2026

https://github.com/iinjyi/personai

Divide and conquer approach in extracting MBTI personality types with deep neural networks.

artificial-intelligence cnn embeddings lstm neural-networks psychology python rnn tensorflow

Last synced: 01 May 2026

https://github.com/chiragsaini/rock-paper-scissors

This is teachable rock paper scissors web app, which is using tensorflowjs and mobilenet to classifiy various actions of hand into rock , paper and scissors.

coursera-specialization deep-learning javascript mobilenet tensorflow tensorflowjs

Last synced: 26 Apr 2026

https://github.com/zahrahmerchant/classification-using-nn

This project implements a neural network model to classify images from the Fashion MNIST dataset. The model is trained to recognize different types of clothing items.

image-classification neural-network python tensorflow

Last synced: 13 Apr 2026

https://github.com/clement-w/cyclists-counter

UC Davis ECS 171 FInal Project

deep-learning object-detection tensorflow

Last synced: 29 Dec 2025

https://github.com/qiyaozheng/bike-sharing-count-prediction-using-keras

A Keras-based project for predicting bike-sharing rental counts using multi-variable linear regression models. This personal exercise leverages data from Kaggle to explore the impact of various weather and seasonal factors on bike rentals.

keras-regression machine-learning tensorflow

Last synced: 17 May 2026

https://github.com/asrot0/handdrawndigitai

🚀AI-powered app for handwritten digit recognition with an interactive GUI built 🎨 using CNN and CustomTkinter.

artificial-intelligence cnn deep-learning digit-recognition interactive-drawing machine-learning mnist tensorflow

Last synced: 29 Apr 2026

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