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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/flawed-hooman/sign-language-detection

Train a ML model to recognise and translate sign language properly

jupyter-notebook object-detection python sign-language-recognition-system tensorflow

Last synced: 08 May 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/hafs96/cnn-based_handwritten_digit_recognition

This repository contains a project focused on handwritten digit classification using a Convolutional Neural Network (CNN). The goal was to classify digits (0-9) from the widely-used MNIST dataset.

covolution-neural-network datasets keras machine-learning model neural-networks pandas pooling-max-average python tensorflow

Last synced: 31 Dec 2025

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/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/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/salwaelkaddaoui/unet

Implementation of the paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" By Olaf Ronneberger, Philipp Fischer, Thomas Brox, 2015 in Tensorflow 2.x low level API.

deep-learning neural-networks semantic-segmentation tensorflow

Last synced: 30 Apr 2026

https://github.com/erwan-simon/bear_grylls_project

Using deep reinforcement learning to create an agent able to survive in a hostile environment

deep-learning deep-reinforcement-learning game keras pygame python pytorch reinforcement-learning survival tensorflow

Last synced: 11 Apr 2026

https://github.com/nishantksingh0/twitter-sentiment-analysis

A ML/DL based Twitter sentiment analysis model based on Transformer based pretrained Encoding on sentence

kaggle-dataset matplotlib-pyplot nlp numpy pandas sklearn tensorflow transformer

Last synced: 11 Apr 2026

https://github.com/ameyjoshi0209/dog-vision

A dog breed identification model specializing in precise classification from images, leveraging advanced transfer learning techniques with TensorFlow, Keras, and GPU acceleration

cnn-keras jupyter-notebooks keras-neural-networks machinelearning neural-network numpy-python pandas-python python3 scikitlearn tensorflow transfer-learning-with-cnn

Last synced: 30 Apr 2026

https://github.com/psycho-poodle/simple_rnn_imdb

This repository contains a simple web application for sentiment analysis of movie reviews using a pre-trained RNN model. The application is built with TensorFlow and Streamlit, making it easy to use and deploy.

numpy python streamlit tensorflow

Last synced: 11 Apr 2026

https://github.com/minar09/mask_rcnn

Mask_RCNN implementation in TensorFlow/Keras

instance-segmentation keras mask mask-rcnn object-detection python3 r-cnn tensorflow

Last synced: 04 May 2026

https://github.com/jsd115/tensorflow_bankfrauddetection

This repository aims to provide examples of my ability to produce ML models using tensorflow and sklearn

numpy pandas sklearn tensorflow

Last synced: 06 Feb 2026

https://github.com/mathclout/asl_vision

Projet Cégep de détection par intelligence artificielle de l'alphabet du langage des signes.

asl-alphabet-translator opencv opencv-python python python3 tensorflow

Last synced: 03 Oct 2025

https://github.com/abhixsh/leafguard

Leaf Algae Detection is a mobile application designed to help users identify plant diseases, specifically algae infections, using artificial intelligence. The app leverages machine learning models trained with Google’s Teachable Machine and TensorFlow to recognize various plant health issues through leaf images.

flutter googleai tensorflow

Last synced: 26 Oct 2025

https://github.com/aymane-maghouti/machine-learning-basics

This is a basic repository which contains a simple application of machine learning algorithms and some statistical methods for data analysis

algorithm keras machine-learning neural-network python sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 09 Apr 2026

https://github.com/md-nur/plant-aid-train

PlantAId is a web application that uses TensorFlow CNN to analyze leaf photos and detect diseases in 14+ crops. Built with FastAPI (backend) and Next.js (frontend), it aims to help farmers identify crop diseases early and improve yield. Future plans include an offline mobile app for remote areas.

cnn keras onnx python tensorflow

Last synced: 11 Apr 2026

https://github.com/dyarleniber/hands-on-machine-learning

This repository contains code examples, exercises, and projects related to the concepts covered in the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition" by Aurélien Géron.

ai artificial-intelligence keras machine-learning matpolotlib numpy pandas scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/meddhiachaouachi/facial-recognition-system

Facial Recognition System - AI & Deep Learning Powered This repository contains the code for a cutting-edge Facial Recognition System built using AI and Deep Learning technologies. The system leverages state-of-the-art frameworks such as TensorFlow, Keras, and OpenCV for real-time facial recognition, integrated into a Django-based web application.

ai django docker face-detection face-recognition keras opencv tensorflow

Last synced: 11 Apr 2026

https://github.com/zainathar/fruitscnn

Fruits and Vegetable Classfication using CNN

ai cnn deep-learning keras machine-learning tensorflow

Last synced: 21 Feb 2026

https://github.com/atharvapathak/size_estimator_project

This project in Python aims to provide a tool for estimating the size of objects in images or videos. Using computer vision techniques, the project analyzes the input media, detects objects of interest, and provides an estimation of their size based on known reference points or objects.

cicd cnn opencv python pytorch rnn scikit-learn sql tensorflow

Last synced: 11 Apr 2026

https://github.com/neugence/acehub

AI Champions for Excellence: Fresh, informative courses and content designed to help developers, researchers, and leaders advance in the field of AI.

ai cuda cv ml mlops nlp pytorch rl rlhf tensorflow

Last synced: 05 Jan 2026

https://github.com/rosnavigator/ann-mars-terrain-segmentation

Competition in Artificial Neural Networks & Deep Learning course (2024-2025). In this assignment we received 64x128 grayscale real images from Mars terrain. Pixels in these images are categorized into five classes, each representing a particular type of terrain. This is a semantic segmentation problem, the goal is to correctly classify the pixels.

airlab challenge cnn computer-vision convolutional-neural-networks keras machine-learning mars neural neural-network polimi python segmentation semantic-segmentation tensorflow terrain

Last synced: 11 Apr 2026

https://github.com/ricardorobledo/dl_for_computer_vision

Personal journey and practical implementations inspired by Computer Vision with Deep Learning materials from Machine Learning Mastery. Focused on image preprocessing, CNNs, transfer learning, classification, object detection, and face recognition to apply computer vision techniques to real-world problems.

classification face-recognition object-detection python3 tensorflow yolo

Last synced: 06 May 2026

https://github.com/ash0508/code_clause_datascience_image-caption-generator

Image Caption Generator is a project that aims to generate descriptive captions for input images using advanced predictive techniques

bleu-score cnn-lstm decoder deep-learning encoder flickr8k-dataset machine-learning tensorflow vgg16

Last synced: 07 May 2026

https://github.com/gokulreddy28/signlanguageproject

AI-powered real-time sign language translator using Computer Vision and Deep Learning.

ai-project computer-vision deep-learning mediapipe ml opencv python sign-language-accessibility tensorflow

Last synced: 11 Apr 2026

https://github.com/ficaan/ml-dl-projects

A collection of Machine Learning and Deep Learning projects implemented with frameworks including PyTorch, TensorFlow and scikit-learn.

deep-learning deep-learning-projects machine-learning machine-learning-projects pytorch scikit-learn tensorflow

Last synced: 27 Oct 2025

https://github.com/vivaansinghvi07/visenet

My introduction to TensorFlow by building a video segmentation network.

neural-network tensorflow

Last synced: 11 Apr 2026

https://github.com/rohan3122k/predicting-energy-consumption-using-ann-with-pca

This project leverages Artificial Neural Networks (ANNs) with Principal Component Analysis (PCA) to predict energy demand efficiently. By reducing dimensionality while retaining 95% variance, the model achieves an R² score of 0.9815 and MAE of 523.71 MW. Deployed via Streamlit & GitHub.

artificial-neural-networks electricity git keras machine-learning pca predictive-modeling python scikit-learn streamlit-webapp tensorflow

Last synced: 10 Apr 2026

https://github.com/suwadith/footy-predictor-football-match-prediction-tensorflow-fastapi-plugin

A Deep-Learning (Tensorflow) based project which can be used to predict weekly EPL match results. Uses FastAPI as the backend to feed the results to a Chrome based plugin which then modifies the SkySports website to convey the predicted outcomes.

api chrome-extension deep-learning deep-neural-networks fastapi football prediction tensorflow

Last synced: 11 Apr 2026

https://github.com/barbarpotato/tensorflow-data-and-deployment

learn how to get your machine learning models into the hands of real people on all kinds of devices. Such as Browsers model and Mobile Model.

deep-learning deployment tensorflow tensorflow-js tensorflow-lite

Last synced: 13 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/unused-dev/tfc-tensorflow-intro

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

course deep-learning maching-learning tensorflow

Last synced: 28 Jan 2026

https://github.com/asherk7/ethnivision

Utilizing neural networks to predict ethnicity, age, and gender through images

docker machine-learning ml mongodb neural-network nodejs reactjs swe tensorflow

Last synced: 15 Apr 2026

https://github.com/sakhileln/multimodal-chatbot-with-memory

A lightweight, CLI-based conversational agent that processes text and image inputs, remembers past interactions.

chatbot machine-learning nlp numpy opencv spacy tensorflow

Last synced: 11 Apr 2026

https://github.com/machinelearningzuu/everything-about-explainable-ai

In this repository I demonstrate whole concepts of Explainable AI with easy to understand hands-on.

deep-learning explainable-ai machine-learning tensorflow

Last synced: 30 Apr 2026

https://github.com/aflucas-uom/ari2129-group-project-part-b

This repository demonstrates data augmentation techniques using TensorFlow, PyTorch, and OpenCV to enhance image classification. It includes Jupyter Notebooks with practical applications on the COTS dataset and a comparative analysis of the results.

cots data-augmentation datasets opencv pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/faseeha-fz/stock-sense

A machine learning-based solution for predicting stock market prices using multiple models—including an LSTM approach—allowing users to select stocks from yfinance and analyze trends through a Streamlit interface.

data-science lstm machine-learning python streamlit tensorflow

Last synced: 15 Apr 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/amber-abuah/rnn-poem-generation

Recurrent Neural Network that can infinitely generate poetry, trained using Tensorflow.

generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow

Last synced: 20 Jan 2026

https://github.com/ankitamungalpara/huggingface-nlp

This repository introduces the 🤗 Transformers library, covering Transformer models, fine-tuning on datasets, and result sharing. You’ll learn to handle classic NLP tasks using 🤗 Datasets and 🤗 Tokenizers. Finally, explore advanced applications in speech processing and computer vision, preparing to build and optimize models for diverse ML.

huggingface-transformers nlp python3 pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/amnydv17/landmark-detection

This project aims to leverage the power of deep learning models to automatically detect and pinpoint landmarks such as famous monuments, buildings, natural landmarks, and other recognizable structures within images.

machine-learning matplotlib numpy pandas python3 scikit-learn seaborn tensorflow

Last synced: 11 Apr 2026

https://github.com/vvek1402/stock-market-prediction

Stock Market Prediction/Analyser using python, Its my college project

keras matplotlib python sklearn tensorflow

Last synced: 11 Apr 2026

https://kkrismer.github.io/seqgra/

seqgra: Synthetic rule-based biological sequence data generation for architecture evaluation and search

deep-learning interpretable-machine-learning neural-networks pytorch tensorflow

Last synced: 10 May 2025

https://github.com/scorpioscrux/cpsc-572-valorant-network

An analysis of a social/tournament Valorant network. Web scraping and machine learning.

ipython-notebook machine-learning matplotlib network-analysis python selenium sklearn tensorflow webscraping

Last synced: 29 Jan 2026

https://github.com/scholarchen20/pythonlp

Python保姆级教学附有对应的demo项目（成绩管理系统），适合小白打基础。此外还包含Numpy,Tensorflow,Pytorch示例代码提供学习使用上手

image-classification image-processing numpy pands python pytorch system tensorflow

Last synced: 30 Apr 2026

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

gans hep-ph high-energy-physics keras machine-learning python tensorflow

Last synced: 30 Apr 2026

https://github.com/mpoojithavigneswari/vegetable-classification-project

Created a website of vegetable classification using vgg16 CNN model with 99% accuracy.

deep-learning keras neural-networks python streamlit tensorflow vgg16-model

Last synced: 13 Apr 2026

https://github.com/electroniccats/ottocat

Otto Cat DIY is the robot that you can make, build, program and design while learning the technology skills of the future STEAM and MachineLearning.

arduino machine-learning otto otto-diy teachable-machine tensorflow

Last synced: 06 May 2026

https://github.com/piyush-kumar-ghosh/mnist-digit-recognition

Deep learning project for image classification using TensorFlow and the MNIST dataset.

cnn deep-learning mnist tensorflow

Last synced: 30 Apr 2026

https://github.com/singhvishal003/image-classification

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

keras keras-models tensorflow tensorflowmodel

Last synced: 10 Apr 2026

https://github.com/opiumpoppyswitch808/opencv-real-time-tracking-ui

🎥 Explore real-time video processing and object tracking with OpenCV, featuring interactive controls and basic object tracking for practical computer vision applications.

autonomous-driving computer-vision cv2 dashboard deepface emotion-detection face-recognition gradio hand-tracking hough-transform interactive object-tracking python-programming randomization real-time-detection tensorflow webcam youtube

Last synced: 04 May 2026

https://github.com/hossein-cod/practicing-deep-learning

with keras data set we load a data base and train our machine for test

deep deep-learning jupyter-notebook keras machine-learning matplotlib numpy py python sklearn tensorflow

Last synced: 25 Feb 2026

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

Applied Machine Learning Expert Dicoding, last update May 2025

kaggle machine-learning python system-recommender system-recommentations tensorflow

Last synced: 06 Feb 2026

https://github.com/ioexception8/medicwise

Medicwise is a doctor consultation website that facilitates chat, video calls, and gesture-based video calls for handicapped-people. It provides easy authentication using auth0 & seamless payment using Stripe.

auth0 azure azureappservices firebase healthcare nodejs reactjs stripe-payments tensorflow

Last synced: 11 Apr 2026

https://github.com/shahules786/newsclsmodel

News classification model using tf 1.15

classification news tensorflow

Last synced: 18 Apr 2026

https://github.com/lucianoscarpaci/vgg16-item-classification

This project accurately classifies waste items using transfer learning and fine-tuning techniques. The project utilizes the waste item dataset for training and evaluation.

classification convolutional-neural-networks data-preprocessing dataset deep-learning fine-tuning image-classification keras model-evaluation model-training performance-metrics tensorflow transfer-learning

Last synced: 08 May 2026

https://github.com/psycho-poodle/gru_based_lstm_rnn

A TensorFlow/Keras-based model that predicts the next word in a sequence, trained on Shakespeare's Hamlet. Perfect for exploring NLP and creative text generation!

deep-learning gru machine-learning natural-language-processing python tensorflow text-generation

Last synced: 15 Apr 2026

https://github.com/srowen/autoenc-neurons

Simple example of Keras, TensorFlow and autoencoders applied to text

autoencoder gpu gutenberg jane-austen keras neurons tensorflow

Last synced: 10 Oct 2025

https://github.com/atihn/car-price-prediction-using-neural-network

Predicting used car prices using a deep neural network in TensorFlow and Keras. Includes preprocessing, training, evaluation, and visualization.

car-price-prediction deep-learning keras machine-learning neural-network python regression tensorflow

Last synced: 15 Apr 2026

https://github.com/abu14/climate-temperature-forecasting-lstm

A climate forecasting model using the Jena Climate dataset, leveraging LSTM networks to predict temperature from 14 atmospheric variables recorded every 10 minutes.

eda lstm-neural-networks rnn-tensorflow tensorflow time-series

Last synced: 15 Mar 2025

https://github.com/xiaohaoo/machine-learning-examples

机器学习使用不同框架的常见模型的例子

keras matplotlib numpy python pytorch sklearn tensorflow

Last synced: 11 Apr 2026

https://github.com/rashmi-carol-dsouza/muffin-vs-chihuahua

This web app uses a machine learning model to classify images into two categories: Chihuahua or Muffin

azure-app-service azure-container-registry django docker image-classification tensorflow terraform

Last synced: 31 Jan 2026

https://github.com/yashbhutwala/pong-ai

Deep Q-Learning Networks vs. Policy Gradient Learning in OpenAI Gym's Pong Environment

deep-q-learning numpy openai-gym policy-gradient pong python tensorflow

Last synced: 30 Apr 2026

https://github.com/opixelum/finmood

Tells if a finance news is either negative, neutral or positive.

artificial-intelligence classification finance keras sentiment-analysis tensorflow

Last synced: 30 Apr 2026

https://github.com/mariam-zaidi/gesture_recognition_model

Deep learning model to recognize gestures

3dconv cnn-rnn keras lstm neural-networks tensorflow

Last synced: 07 Feb 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