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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/khushi130404/echobot

EchoBot is a chatbot built using TensorFlow to classify user inputs into predefined intents and respond accordingly. It uses a neural network trained with the data in intents.json.

keras nlp nltk numpy pickle tensorflow

Last synced: 12 Apr 2026

https://github.com/aqueeqazam/reinforcement-learning-for-robotic

Enabling robots to learn, adapt, and recreate tasks with constantly changing restrictions through exploration and autonomous learning is the ultimate objective of reinforcement learning.

advanced-machine-learning gym reinforcement-learning robotics tensorflow

Last synced: 12 Apr 2026

https://github.com/shreenidhi7700/handwritten-digit-recognition-using-machine-learning-artificial-and-convolutional-neural-network

Classify a given image of handwritten digit into one of the 10 classes representing integer values from 0 to 9 using Machine and Deep learning algorithms, and compare between various models and find the classifier that works best for our project problem.

convolutional-neural-networks jupyter-notebook keras python3 tensorflow

Last synced: 05 Jan 2026

https://github.com/nannigalaxy/real-time-face-mask-detection

Real-time Face Mask Detection Inference script and model.

deep-learning face-mask-detection keras ssd tensorflow

Last synced: 13 Apr 2026

https://github.com/bassantsherif123/computervision_project_teeth_disease_classification

This project includes data preprocessing, augmentation, visualization, model training, and evaluation using TensorFlow and Keras, building a deep learning model for classifying teeth diseases using CNNs and pretrained models such as InceptionResNetV2 and EfficientNetB7, and establishing a streamlit app to give instant predictions.

classification cnn computer-vision keras tensorflow

Last synced: 13 Apr 2026

https://github.com/tjarkpr/ate

Transformation of TensorFlow text classification models into local interpretable models to explain the base model decisions via effects.

classification explainable-ai nlp tensorflow

Last synced: 14 Jan 2026

https://github.com/Daheer/Driving-Environment-Detector

Detecting road objects using YOLO CNN Architecture

computer-vision deep-learning detection tensorflow yolov2

Last synced: 21 Apr 2025

https://github.com/arush18/stock-price-prediction

Stock Price Prediction using Machine Learning, featuring data preprocessing, time series analysis, and model evaluation.

finance neural-network sklearn supervised-machine-learning tensorflow time-series-analysis yfinance-api

Last synced: 13 Apr 2026

https://github.com/vishnu-vamshii/fraud-detection-using-machine-learning

Developed a machine learning pipeline to detect fraudulent credit card transactions, handling imbalanced data with SMOTE and scaling. Trained models like Logistic Regression and Random Forest. Conducted EDA to identify fraud patterns.

pandas python scikit-learn tensorflow

Last synced: 12 Apr 2026

https://github.com/akhilkailas017/floor-mat-detector-android-app-tflite-yolov5

This Aplication is used to scan and find out the type of mat. Floor Mat Detector Android App TFLite Yolov5

android android-studio java tensorflow tflite yolo yolov5

Last synced: 03 May 2026

https://github.com/codecraft-sanju/medvisionai-medical-image-ai-vision.

MedVisionAI is an AI-powered platform that analyzes ultrasound images to detect PCOS and provide actionable recommendations. Using CNN-based deep learning and generative AI, it ensures fast, accurate diagnosis, reduces errors, and supports clinicians with instant insights all while maintaining patient privacy and compliance.

deep-learning fastapi gemini-api genai keras-tensorflow machine-learning matplotlib python react scikit-learn seaborn tailwindcss tensorflow

Last synced: 07 Sep 2025

https://github.com/anjaliy11/signlanguagedetection

SignLanguageDetection is a deep learning-based project that enables real-time detection and recognition of sign language gestures using TensorFlow and computer vision techniques.

annotation deep-learning image-processing image-recognition labelimg opencv tensorflow

Last synced: 02 May 2026

https://github.com/menna611/spam--or--not-spam--nlp

## 📌 Description A simple **Spam Message Classifier** built with **Streamlit** and **TensorFlow**. It takes a text message as input and predicts whether it is **Spam** or **Not Spam** using a Neural Network trained on the SMS Spam Collection dataset.

random-forest streamlit tensorflow tokenization xgboost

Last synced: 05 May 2026

https://github.com/asrot0/pineaipple

🍍PineAIpple – AI-powered fruit classification using CNNs! 🤖 Built with TensorFlow, Keras & a pinch of magic ✨ | 🔍 Fast. Accurate. Juicy. 🍎🍌🍇

ai computer-vision deep-learning fruitclassifier tensorflow

Last synced: 02 Jul 2025

https://github.com/tugot17/linear-regression-tensorflow

Linear and Polynomial Regression problems solved using Tensorflow Machine Learning framework

linear-regression tensorflow tensorflow-experiments

Last synced: 20 Jan 2026

https://github.com/smartibase/smart-transformers

Smart Transformers are a versatile machine learning tool that can be integrated with Pytorch, TensorFlow, and JAX. Smart transformers provide accurate computations required for cryptographic algorithms. These transformers is that they are independent modules, making it efficient to experiment with various research projects related to cryptanalysis

algorithms crypto cryptocurrency cryptography deep-learning jax machine-learning pytorch tensorflow transformer

Last synced: 28 Feb 2025

https://github.com/willigarneau/tensorflow-learning

🧠⚡ Series of exercices made by Tensorflow to learn the basics of machine learning and the fundamentals of their API. 💻

ai machine-learning tensorflow tensorflow-tutorials tutorials

Last synced: 16 Mar 2025

https://github.com/rmaestre/variableStars

Optimized package for extract patterns on variable stars

astrophysics corot cpp neural-networks r tensorflow

Last synced: 10 Mar 2025

https://github.com/githmihashara/mnist-digit-recognition-tf

Convolutional Neural Network (CNN) implementation using TensorFlow and Keras to classify handwritten digits from the MNIST dataset

jupiter-notebook keras neural-networks python tensorflow

Last synced: 12 Apr 2026

https://github.com/yusufterzii/tensorflowbasics

TensorflowBasics and Some Exercises

tensorflow tensorflow-examples

Last synced: 17 Mar 2026

https://github.com/bishopce16/neural_network_charity_analysis

An analysis in Neural Networks and Deep Learning Models to preprocess a dataset and create a predictive binary classifier for successful charitable donations, using TensorFlow and Pandas libraries in Python.

deep-learning google-colab machine-learning neural-network pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/ashly1991/mnist-cnn-keras-tf2

MNIST convolutional neural network with Keras (TensorFlow 2). Conv2D/MaxPool2D → Dense, trained with Adam; easily extendable to Fashion-MNIST/CIFAR.

adam cnn computer-vision deep-learning jupyter-notebook keras machine-learning mnist tensorflow

Last synced: 13 Apr 2026

https://github.com/abhisek-13/fine-tuning-of-bert-model

This project fine-tunes the BERT model on Kaggle's spam-ham dataset to classify messages. It explores transformers and large language models (LLMs) in generative AI, with potential for customization to other sentiment analysis tasks. The repository includes a single Jupyter Notebook for complete code on preprocessing, training, and prediction.

bert-model fine-tuning huggingface keras python pytorch tensorflow transformers

Last synced: 12 Apr 2026

https://github.com/jaweria-b/digit-recognition-app

🎨✏️ An interactive web application built with Streamlit and TensorFlow, allowing users to draw digits and receive real-time predictions using a pre-trained neural network model.

python streamlit tensorflow

Last synced: 14 Apr 2026

https://github.com/brunoppc/greenscan

GreenScan es un proyecto de inteligencia artificial que utiliza visión por computadora para identificar y clasificar objetos reciclables. A través de un bot de Discord, los usuarios pueden subir imágenes de objetos, y el bot proporciona información sobre cómo reciclarlos correctamente.

discord-bot inteligencia-artificial keras machine-learning python reciclaje teachable-machine tensorflow vision-por-computador

Last synced: 12 Apr 2026

https://github.com/mr-ravin/visual-linguistic-model

This repository contains the modules of Visual linguistic model.

deep-learning research-project tensorflow

Last synced: 17 Mar 2025

https://github.com/shhiivvaam/traffic_prediction

This project explores the application of advanced neural network architectures, including Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU), to forecast traffic volume. 👍👍✅

conv1d conv2d keras lstm matplotlib numpy pandas seaborn sklearn statsmodels tensorflow

Last synced: 12 Apr 2026

https://github.com/sanchari-007/collaborative-filtering-recommender-systems

📽️ Movie Recommender System using Collaborative Filtering This project implements a collaborative filtering algorithm to build a movie recommender system. Developed as part of a machine learning course.

python tensorflow

Last synced: 19 Apr 2025

https://github.com/albanecoiffe/mlp_approximation_universelle

Étude de l'approximation universelle dans les réseaux de neurones.

mlp tensorflow

Last synced: 26 Mar 2025

https://github.com/rafael-santamaria-ortega/neural-network-malicious-url-prediction

Neural Network to predict if URLs are malicious or not built using Python, a Jupyter Notebook and TensorFlow.

deep-learning jupyter-notebook malicious-url-detection neural-network python tensorflow

Last synced: 13 Apr 2026

https://github.com/tomfreudenberg/tensorflow-objectdetection

Running example for TensorFlow and object detection

object-detection tensorflow tensorflow-tutorials

Last synced: 10 May 2026

https://github.com/kostadinlambov/time-series-forecasting

This project evaluates the predictive performance of a CNN-LSTM Hybrid deep learning model for Bitcoin price movement prediction.

keras-tensorflow matplotlib-pyplot mlflow numpy optuna pandas python scikit-learn seaborn statsmodels ta-lib tensorflow

Last synced: 07 Apr 2026

https://github.com/ahundt/costar_dataset

Installable python package for the costar dataset.

costar-dataset dataset machine-learning-dataset pytorch robotics tensorflow

Last synced: 18 Apr 2026

https://github.com/anujdhillxn/visualcursor

Neural Network to control cursor with eye movements

image-processing neural-networks python3 tensorflow

Last synced: 14 May 2026

https://github.com/n3011/rexai

Play google chrome dyno T-rex game using tefla AI

artificial-intelligence reinforcement-learning tefla tensorflow trex-game

Last synced: 04 May 2026

https://github.com/matteofasulo/transformers-sentence-reconstruction

Sentence Reconstruction using Transformer Model

keras keras-nlp tensorflow transformers

Last synced: 06 Jan 2026

https://github.com/ranjit7858/customer_churn_prediction_ann

It is a Web app which can predict whether the Bank customer will churn or not.

keras python taipy tensorflow

Last synced: 10 Feb 2026

https://github.com/atulkp018/application_firewall_frontend

This repository is regarding a Context Aware Application Firewall that me and my team developed while participating in Smart India Hackathon-2024 . This repo talks about the frontend aspect of that same project.

chartjs css cybersecurity fastapi innovation isro javascript reactjs scapy tailwind teamwork tensorflow wincap

Last synced: 13 Apr 2026

https://github.com/ashly1991/rnn-text-classification-keras-tf2

IMDB sentiment analysis with Keras RNNs (LSTM/GRU). Within-batch padding, bucketing, embeddings, and masking for efficient, accurate training.

embeddings gru imdb jupyter-notebook keras lstm masking rnn sentiment-analysis tensorflow text-classification tf-data

Last synced: 20 Apr 2026

https://github.com/dhanyasri20/age-gender-detection

A Deep Learning project for automated age and gender prediction from facial images using CNN and VGG16. Includes model notebooks, evaluation metrics, and visualizations.

age-prediction cnn deep-learning gender-prediction image-classification keras python tensorflow vgg16

Last synced: 28 Apr 2026

https://github.com/kurtisdavid/deepvision

Repo containing various Computer Vision projects written in TensorFlow and PyTorch

computer-vision deep-learning pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/saragarcia6123/keras-regression

Car Price Regression using Keras neural networks

jupyter keras machine-learning neural-networks python tensorflow

Last synced: 09 Apr 2026

https://github.com/shahbajtahershezan/heart-disease-prediction-ann

Heart Disease Prediction using ANN and ML models. This project performs detailed EDA on heart disease data and trains ANN, Random Forest, Decision Tree, and SVM models to predict heart disease likelihood using features like age, cholesterol, and blood pressure, with visualizations and performance metrics for evaluation.

classification confusion-matrix data-visualization deep-learning-algorithms f1-score heart-disease-prediction keras machine-learning-projects neural-network precision recall tensorflow

Last synced: 14 Apr 2026

https://github.com/conchylicultor/abcdeep

Module to simplify the creation of Deep Learning research programs with TensorFlow.

python tensorflow

Last synced: 26 Apr 2026

https://github.com/rajsoni03/nlp-insincere-questions-classifier

Quora Toxic and Divisive Questions Classification Using Transfer Learning

classification natural-language-processing nlp quora tensorflow

Last synced: 21 May 2026

https://github.com/awadalaa/mnist_demo

learning how to apply inference in a webapp

flask mnist tensorflow

Last synced: 18 Jan 2026

https://github.com/mhed89/cat-face-color-detector

A Python application for detecting cat faces and classifying their colors using OpenCV, Tensorflow, Keras and a pre-trained deep learning model.

cats keras opencv tensorflow

Last synced: 05 May 2026

https://github.com/beberiche/jeon-woo-chi

지역 축제를 기반으로 하는, 게이미피케이션을 접목시킨 지역 상권 맞춤 추천 서비스

aws django docker elasticsearch grafana jenkins kibana logstash numpy pandas phaserjs prometheus react react-query recoil redis spring-boot tensorflow typescript zipkin

Last synced: 10 Mar 2026

https://github.com/koolamusic/musicimages

Some Baby Steps for the Music in Images Project

ai music psychology-experiments python tensorflow tensorflow-experiments

Last synced: 11 Apr 2026

https://github.com/samzong/training-sample-code

learn and try with tensorflow and pytorch

kubeflow pytorch tensorflow

Last synced: 10 Feb 2026

https://github.com/szymon-budziak/fashion_mnist_gan

Generative Adversarial Network (GAN) built with CNNs for both the generator and discriminator, implemented in TensorFlow and trained on the Fashion MNIST dataset.

fashion-mnist gan generative-adversarial-network generative-ai python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/himudigonda/digits-recognition

This project uses ML and keras modules to recognise digits from the given dataset.

deep-learning deep-neural-networks digit-recognizer jupyter-notebook keras tensorflow

Last synced: 08 May 2025

https://github.com/ayushmankumar7/neural-style-transfer

Believe me, Something Magical is going to appear. O_O

keras-tensorflow neural-networks python3 tensorflow

Last synced: 18 Jan 2026

https://github.com/mkdirer/disaster-tweet-nlp-adaboost-transformers

A machine learning project that classifies tweets as disaster-related or non-disaster-related using transformers and the AdaBoost technique. Achieved an accuracy of approximately 80% on the validation set

geopy keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/puthranroshan/cotton-leaf-disease-detection-

Cotton leaf disease detection using transfer learning involves utilizing pre-trained deep learning models to identify and classify diseases affecting cotton plants. Transfer learning leverages knowledge gained from large-scale datasets, often from similar domains, to improve performance on a smaller, domain-specific dataset like cotton leaf images.

ai keras machine-learning python3 tensorflow transfer-learning

Last synced: 09 Oct 2025

https://github.com/ashwin63/ai_human_image_classification

Transformer model which can classify Images as either Real images or AI generated.

artificial-intelligence classification huggingface llm python tensorflow transformer-models

Last synced: 16 Jan 2026

https://github.com/mendez-luisjose/computer-vision-flower-classificatiion-with-resnet50

Computer Vision Flower Classificatiion with ResNet50, TensorFlow and Streamlit

resnet-50 streamlit tensorflow

Last synced: 20 Apr 2026

https://github.com/fareedkhan-dev/clothing-classification-with-tensorflow-and-keras

This repository uses TensorFlow and Keras to classify clothing items. It includes a simple neural network model for image classification of shirts, pants, shoes, and trousers. The code provides dataset loading, preprocessing, model training, and evaluation. It's a beginner-friendly resource for clothing classification using TensorFlow and Keras.

adam-optimizer deep-learning keras neural-network tensorflow

Last synced: 11 Apr 2026

https://github.com/hoom4n/bachnet

A Generative-AI system for Bach-Style music composition using multi-layer LSTM neural networks. Features production-ready deployment (easy inference, modular design, Docker), advanced training recipes for stability and quality, and an efficient streaming data pipeline.

autoregressive-models deep-learning docker generative-ai keras lstm-neural-networks machine-learning music-generation python tensorflow

Last synced: 08 May 2026

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 05 Jan 2026

https://github.com/deepraj21/neuroscan

The objective of this project is to develop a machine learning model that can accurately detect brain tumors in medical imaging data, such as MRI scans. By leveraging advanced image processing techniques and machine learning algorithms.

cnn css flask html image-classification js plotly python tensorflow

Last synced: 14 Apr 2026

https://github.com/avocardio/diffusedweather

Using Keras' Stable Diffusion for generating city images using coordinates and a live weather API. (Keras Community Prize Winner 2022)

german germany keras stablediffusion tensorflow weather wikidata winner

Last synced: 21 Jan 2026

https://github.com/shahzaibdev355/house-recommendation-backend

House Recommendation Backend is a Flask-based API that provides house recommendations based on user input. It includes endpoints to check the backend's functionality, fetch state data, and get personalized house recommendations based on criteria like price, property size, number of beds, number of baths, and state.

flask flask-api flask-cors numpy pandas scikit-learn tensorflow

Last synced: 05 Jan 2026

https://github.com/vvkmnn/lstmdl

A text generating neural network.

deep-learning dlnd lstm lstm-neural-networks tensorflow

Last synced: 10 Oct 2025

https://github.com/trixky/digit_classifier

An online digit classifier using the multi-layer perceptrons (MLP) model.

classification-model mlp mnist mnist-dataset multilayer-perceptron tensorflow tensorflowjs

Last synced: 11 Apr 2026

https://github.com/cm-600/fashion-image-classification

My Streamlit Space on Hugging Face for Fashion-MNIST Image Classification with a ViT that I fine-tuned

huggingface keras python streamlit tensorflow transformers

Last synced: 02 Jan 2026

https://github.com/bharath-tars/deeptumor2.0

DeepTumor2.0 is a project aimed at developing a flask webapp with robust front end and highly trained model using tensorflow in the backend with several features like with automatic html template reporting. **NOTE: DeepTumor2.0 has been moved from Azure to On-Render to save costs**

css datetime docs flask github html javascript keras numpy onrender os pandas python sheety smtp tensorflow

Last synced: 21 Jan 2026

https://github.com/abdullahashfaqvirk/Text-Summarization-App

Deploy a Hugging Face Spaces app with a CI/CD pipeline using GitHub Actions, featuring Transformers and Gradio for text summarization.

codespaces github-actions gradio huggingface makefile python tensorflow text-summarization transformers workflow

Last synced: 03 Oct 2025

https://github.com/waghraj1699/pokemon-predicton

Predict which type of pokemon it is using CNN

data-science deep-learning keras numpy python tensorflow utils

Last synced: 05 Apr 2026

https://github.com/faiber09/computer-vision-and-deep-learning-capstone-project

The objective of this project was to develop a deep learning model capable of identifying cracks in concrete. The goal was to create a robust pipeline for computer vision tasks that can accurately classify images as either containing cracks (positive) or not (negative).

cnn-for-visual-recognition computer-vision lstm-neural-networks pytorch restricted-boltzmann-machine tensorflow

Last synced: 21 Jan 2026

https://github.com/abdullah0332/realtime-object-detection

Realtime object detection in JavaScript.

react tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/yahiazakaria445/sentiment-analysis-using-lstm

A Sentiment analysis NLP project using LSTM model

matplotlib nltk numpy pandas scikit-learn seaborn tensorflow

Last synced: 11 Apr 2026

https://github.com/idaraabasiudoh/american-sign-language-asl-detection

The American Sign Language Detection and Translation System is an AI project for translating American Sign Language (ASL) gestures into text in real-time using computer vision and deep learning.

artificial-intelligence cnn deep-learning keras neural-network opencv python3 tensorflow

Last synced: 14 Apr 2026

https://github.com/nimanthasupun/neural-network-for-iris-classification

🌸 classify iris flowers into three species (Setosa, Versicolor, Virginica) based on their sepal and petal measurements.

keras neural-network 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 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