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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/kushxkalsi/birds-image-classification-model

Image Classification Model using CNN to classify different birds species.

cnn deep-learning image-classification python sklearn tensorflow

Last synced: 20 Jan 2026

https://github.com/imvision12/pre-trained-models-implementation

This Repo Is about Implementation Of Pre-Trained Models from scratch using Tensorflow

inceptionv3 pre-trained-model resnet50 tensorflow vgg16 vgg19 xception

Last synced: 20 May 2026

https://github.com/akatrevorjay/tensorflow-auto-detect

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

auto cpu gpu install tensorflow

Last synced: 06 May 2026

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

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

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

Last synced: 10 Mar 2026

https://github.com/abhinav2087/forest-fire-and-smoke-detection

This project aims to detect forest fires and smoke in images using a Convolutional Neural Network (CNN) implemented with TensorFlow and Keras. The dataset contains images categorized as fire, smoke, and non-fire.

cnn cnn-keras deep-learning tensorflow

Last synced: 20 May 2026

https://github.com/shanmukhsrisaivedullapalli/cifar10

This project uses TensorFlow to classify images from the CIFAR-10 dataset. It compares the performance of an Artificial Neural Network (ANN) and a Convolutional Neural Network (CNN), covering data preprocessing, model training, evaluation, and prediction on new images.

cifar10-classification cnn-classification matplotlib neural-networks numpy pickle pillow python3 tensorflow

Last synced: 03 Feb 2026

https://github.com/pravincoder/fundamentals_tensorflow

This repository provide the fundamental of Tensorflow starting from creating tensor's to creating your own tensorflow models.😍

deep-learning machine-learning tensorflow

Last synced: 19 May 2026

https://github.com/kktsubota/uniform-quantizers

Official implementation of "Comprehensive Comparisons of Uniform Quantizers for Deep Image Compression" in ICIP 2021 and "Comprehensive Comparisons of Uniform Quantization in Deep Image Compression" in IEEE Access 2023.

deep-neural-networks image-compression python quantizer tensorflow

Last synced: 16 Apr 2026

https://github.com/gdapriana/clickbait-detector-backend

This repository contains the backend logic for the “Clickbait Detector” app. Built using Python, it employs an Artificial Neural Network (ANN) to predict the likelihood of a news headline being clickbait. It provides REST API endpoints to interact with the model.

flask python scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/benehiko/tensorflowobjectdetectautolabel

Auto Label training data using a small trained model

pascal-voc tensorflow tensorflow-object-detection-api

Last synced: 11 Apr 2026

https://github.com/refcell/fractaltreemodels

Side project to create fractal tree models

fractal fractals python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/xinyazhang/tfhair

Elastic-Rod-based Hair Simulation with TensorFlow

physics-simulation tensorflow

Last synced: 28 Apr 2026

https://github.com/jakegrigsby/supersonic

Multiworker PPO with random network distillation in eager execution Tensorflow

deep-reinforcement-learning ppo rnd sonic tensorflow

Last synced: 11 Apr 2026

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 02 Apr 2026

https://github.com/j-min/ml_snips

Custom ML snippets

pytorch tensorflow

Last synced: 10 May 2026

https://github.com/fardinhash/handwritten-digit-recognizer

This is a Handwritten Digit Recognizer experiment based on Convolutional Neural Network and MNIST dataset.

cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist mnist-handwriting-recognition python tensorflow

Last synced: 09 Apr 2026

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

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

ai jupyter-notebook mediapipe pose-detection python python3 tensorflow

Last synced: 21 Feb 2026

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 12 Apr 2026

https://github.com/offchan42/honnet-web

Website for my HoNNeT deep learning side-project

bulma-css deep-learning flask gunicorn heroku hon jinja2 keras python tensorflow vuejs2

Last synced: 12 Apr 2026

https://github.com/mr-dhruv/smoothy

A comprehensive pipeline for shape classification, regularization, symmetry detection, and curve completion.

cnn keras rdp tensorflow

Last synced: 03 Feb 2026

https://github.com/konyd/deepqlearning-cartpole

This repository implements a Deep Q-Learning algorithm to train an agent to balance a pole on a cart using the CartPole-v1 environment from Gymnasium. The project includes a TensorFlow-based neural network, epsilon-greedy exploration, experience replay, and visualization of the trained agent's performance.

deep-learning deepq-learning gymnasium keras python tensorflow

Last synced: 12 Apr 2026

https://github.com/aybchan/gans

generative adversarial networks in tensorflow

dcgan gans generative-adversarial-network generative-models machine-learning tensorflow

Last synced: 12 May 2026

https://github.com/abdullahwaqar/stock_prediction

The goal of this project is to accurately predict the future closing value of a given stock across a given period of time in the future.

ai keras ltsm machine-learning stock-analysis stock-price-prediction tensorflow

Last synced: 09 Apr 2026

https://github.com/vrijraj/image-classification-using-tensorflow.js

Simple Example of Image Classification using MobileNet Model in TensorFlow.js

mobilenet tensorflow tensorflowjs tf tfjs

Last synced: 08 Apr 2025

https://github.com/nagam11/pp2

Protein-protein bindings prediction using ML

machine-learning protein-protein-interaction pytorch sklearn tensorflow

Last synced: 09 May 2026

https://github.com/ctkqiang/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 deep-learning fastapi image-classification image-processing machine-learning mobilenetv2 neural-network nsfw-detection nsfw-recognition python tensorflow transfer-learning

Last synced: 01 Mar 2026

https://github.com/ashishtukaral/sign-language-recognition-using-ai

A real-time Sign Language Recognition system using AI to translate hand signs into text and speech, enhancing communication for individuals with hearing impairments. This web application leverages neural networks and computer vision to provide accurate and accessible translation.

ann classification cnn computer-vision deep-learning flask keras machine-learning matplotlib neural-network numpy oops opencv pandas python3 tensorflow

Last synced: 04 Feb 2026

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 10 Apr 2026

https://github.com/codehass/facial-emotional-detection

Implement a complete AI pipeline in Computer Vision, from face detection to emotion classification using CNNs (TensorFlow/Keras) and Haar Cascades (OpenCV), and integrate this model into a FastAPI API connected to a PostgreSQL database.

cnn-model fastapi keras mathplotlib numpy opencv postgresql pydantic pytest sqlalchemy tensorflow

Last synced: 12 Apr 2026

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 13 May 2026

https://github.com/tharindanimnajith/deep-learning-spam-detection

Deep Learning classifiers to detect spam SMS messages - LSTM Model, DenseNet CNN Models - NLP, Python, Jupyter Notebook, Tensorflow, Keras, Numpy, Pandas, Matplotlib, Scikit-Learn

deep-learning densenet keras lstm nlp python3 scikit-learn tensorflow

Last synced: 05 Apr 2026

https://github.com/celestialtaha/cycle-gan-tensorflow

An implementation of both Cycle GAN and Improved Version with Tensorflow 2.

cycle-gan deep-learning style-transfer tensorflow

Last synced: 16 Apr 2026

https://github.com/vartikaraj2512/animalclassification

🐾 Animal Classification: Classify 28K animal images into 10 categories using CNNs with Transfer Learning. 📥 Load & extract data, 🔄 preprocess images, 🧠 train models (VGG-16 & ResNet50), and 📈 plot performance. Libraries: OpenCV (BGR), TQDM (progress bars), Categorical (one-hot encoding). 🛠️ Install: pip install tensorflow numpy opencv-python

classification cnn kaggle machine-learning numpy opencv pandas tensorflow

Last synced: 20 Jan 2026

https://github.com/inishchith/coursera

This repository contains my code for the programming exercises on Coursera.

coursera coursera-machine-learning deep-learning deeplearning-ai matlab mooc programming-exercises python3 tensorflow

Last synced: 12 Apr 2026

https://github.com/post2web/sentiment_predictor

Sentiment Prediction implementation using RNN with tensorflow

rnn sentiment tensorflow

Last synced: 09 Oct 2025

https://github.com/marinx/chrome-image-recognition

Get image tags using image recognition and machine learning.

chrome-image-recognition chrome-store image-recognition machine-learning tensorflow

Last synced: 19 Apr 2026

https://github.com/michaelcurrin/machine-learning-server

Classify images using a trained machine learning model and Python web server API. Python3.

cherrypy image-classification machine-learning python python3 tensorflow webserver

Last synced: 18 May 2026

https://github.com/rianaeh/i-pt

✨I-PT : AI 개인 트레이너 프로그램 (2019)✨

posenet python3 tensorflow

Last synced: 18 May 2026

https://github.com/vicentebolea/flight-delay-binary-classifier

A simple classifier to predict flight delays

classifier machine-learning tensorflow

Last synced: 18 May 2026

https://github.com/sszukala/trianglepixels

The results obtained from the experiments are compared and analyzed to determine the effectiveness of using triangle pixels in image classification tasks.

cnn-for-visual-recognition cnn-model deep-neural-networks deeplearning image image-classification image-processing image-recognition imageenhancement machine-learning pixels python-script rnn-model tensorflow triangles

Last synced: 18 May 2026

https://github.com/thoth-station/ps-nlp

This is a repository for a Predictive Stack for Natural Language Processing (NLP)

natural-language-processing nlp python pytorch tensorflow

Last synced: 10 Apr 2025

https://github.com/xza85hrf/ml-framework_checker

ML Framework and CUDA Checker is a Python-based GUI application for checking PyTorch, TensorFlow, and CUDA installations. It provides detailed system specs, compatibility checks, advanced GPU management, and offers options to view instructions, export logs, and update machine learning frameworks.

compatibility cuda gpu-management gui-application machine-learning python pytorch system-checker system-specs tensorflow

Last synced: 28 Apr 2026

https://github.com/serialphotog/handwritten-ocr

Playing around with neural networks and optical character recognition.

mnist neural-network pytorch tensorflow

Last synced: 25 Dec 2025

https://github.com/cloxnu/omegalab

🧪⚗️🔭🔬🧬🦠🧫🌡 Omega AI Research Laboratory

ai cnn jupyter-notebook keras keras-neural-networks keras-tensorflow tensorflow

Last synced: 08 May 2026

https://github.com/jagadishdas21/ai-doctor

AI Doctor is an intelligent chatbot designed to assist users in medical research and diagnosis-related queries. Built using Natural Language Toolkit (NLTK) and TensorFlow, this project leverages advanced machine learning techniques to provide accurate and relevant responses to users' health-related questions.

nltk python3 tensorflow

Last synced: 09 Apr 2025

https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.

keras python tensorflow

Last synced: 04 May 2026

https://github.com/salamjillani/objectdetection-tensorflowjs

Object detection site using tensorflow.js

javascript reactjs tailwindcss tensorflow

Last synced: 17 Apr 2026

https://github.com/86lekwenshiung/neural-network-with-tensorflow

Classification , Regression , Neural Network , CNN , Transfer Learning , NLP with Tensorflow

deep-learning natural-language-processing neural-network tensorflow transfer-learning

Last synced: 14 May 2026

https://github.com/nitesh-thapliyal/brailleease

Understand Braille code with ease!

cnn flask keras python tensorflow

Last synced: 11 Apr 2026

https://github.com/sergioskar/datascience

Implementation of Data Science Algorithms ,Data imported from SQL Database

data-science python recommender-system recurrent-neural-networks regression sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/jersongb22/datascience_ibm_stockpredictionlstm_project

In the IBM Advanced Data Science specialization, an interactive real-time web application was developed using LSTM networks in TensorFlow to predict stock market trends for global companies.

apache-spark data-science deep-learning lstm-neural-networks machine machine-learning plotly python scikit-learn streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/nemeslaszlo/dog_breed_identification

Dog breed identification model to identify and label 120 different dog breeds.

matplotlib numpy pandas tensorflow tensorflow-hub

Last synced: 13 Apr 2026

https://github.com/valian/neural-image-upscaling

Implementation of Image Upscaling using TensorFlow

jupyter-notebook neural-network tensorflow

Last synced: 18 May 2026

https://github.com/ronnie-allen/music-genre-classification-with-cnn

A machine learning model for classifying music genres based on audio features. This repository contains the code and resources for building, training, and evaluating the model using popular libraries like TensorFlow and scikit-learn. It aims to predict the genre of music from raw audio data, providing a practical solution for music classification..

classification-model machine-learning ml-projects python streamlit tensorflow

Last synced: 29 May 2026

https://github.com/sigmachirality/litcam

Litter recognition and classification software written using ImageAI and Tensorflow.

cv jupyter-notebook opencv tensorflow trash

Last synced: 13 Apr 2026

https://github.com/korjaeyoungyun/ctrl-nextactivity

predicting next activities using lstm neural network / tensorflow

lstm tensorflow

Last synced: 13 Apr 2026

https://github.com/gregoritsch3/ml_eda_classification_loanapprovalprediction

An EDA and Machine Learning Classification exercise on the Loan Approval dataset demonstrating EDA, feature engineering, StratifiedKFold and the use of Tensorflow NN, SVC, LinearSVC, XGBoost, Naive-Bayes, Bagging, Random Forest and Decision Tree algorithms.etc. The modela are optimized using hyperparameter tuning through GridSearchCV.

eda feature-engineering machine-learning matplotlib numpy pandas scikit-learn scipy seaborn tensorflow

Last synced: 13 Apr 2026

https://github.com/anas436/face-mask-detection-ai

A Web App for Real Time and Image Face Mask Detection Using Streamlit

keras opencv streamlit tensorflow

Last synced: 13 Apr 2026

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

Creating an image captioning model using tensorflow.

image-captioning tensorflow

Last synced: 09 May 2026

https://github.com/kevinkit/tensortut

This tutorial is for people with little programming, python and machine learning knowledge to get started with Tensorflow

machine-learning python tensorboard tensorflow tutorial

Last synced: 20 May 2026

https://github.com/alireza-py/currency-price-prediction

This project uses deep learning to predict cryptocurrency prices. It trains LSTM and Bidirectional LSTM models on historical price data to understand patterns over time. Before training, the data is cleaned and scaled, removing unusual spikes or errors. The app automatically downloads daily, weekly, monthly, and yearly data for each token

ai bidirectional-lstm bilstm cryptocurrency intresting lstm prediction python python3 tensorflow

Last synced: 18 May 2026

https://github.com/ajimaulana123/tensorflow-data-and-deployment-specialization

Mendistribusikan model machine learning ke berbagai perangkat.

tensorflow

Last synced: 18 May 2026

https://github.com/hamishivi/microbot

Chatbot model and website

nlp tensorflow

Last synced: 18 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 173 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89