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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/awadalaa/mnist_demo

learning how to apply inference in a webapp

flask mnist tensorflow

Last synced: 18 Jan 2026

https://github.com/ilei131/gst-plugin-tensorflow

gst-plugin-tensorflow

gstreamer plugin tensorflow

Last synced: 08 Oct 2025

https://github.com/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/sk-g/mnist_beginners

Model search in traditional machine learning algorithms (non DL) and DL starter codes on MNIST dataset. This is a good starter code for beginners trying to learn about curse of dimensionality, overfitting and other concepts in general

keras machine-learning machine-learning-algorithms mnist mnist-beginners mnist-classification mnist-dataset numpy overfitting python pytorch pytorch-implmention resnet resnet-50 scikit-learn scikitlearn-machine-learning sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/alcunha/geo_prior_tf

This is an unofficial TensorFlow implementation of Presence-Only Geographical Priors for Fine-Grained Image Classification

deep-learning geo-prior inaturalist tensorflow

Last synced: 21 Jan 2026

https://github.com/montycoder0701/python-ai

Comprehensive AI Python codes

machine-learning ml python tensorflow

Last synced: 28 Apr 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/md-emranhossen/deep-learning-hub

Welcome to Deep Learning Playground, a personal repository for exploring and experimenting with deep learning concepts, architectures, and techniques. This repo serves as a hands-on space for implementing and understanding deep learning models, from fundamental neural networks to advanced architectures.

cnn-model deep-learning deeplearning gan generative-adversarial-network neaural-network numpy pandas pthon tensorflow

Last synced: 18 Apr 2026

https://github.com/tinspham209/put-the-hand-on-ur-face

Warning when put the hand on your face

face howlerjs react reactjs tensorflow tensorflow-models

Last synced: 21 Jan 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/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/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/curiousily/getting-started-with-tensorflow-js

Tutorial on the basics of TensorFlow.js in the browser. Includes Tensors, visualization with tfjs-vis and building a simple model.

deep-learning machine-learning tensorflow tensorflow-js tensorflow-tutorials tutorial visualizations

Last synced: 19 Apr 2026

https://github.com/s4b7r/yellow-triangle

Little CNN classification test- and toy-case

cnn tensorflow

Last synced: 28 Apr 2026

https://github.com/smohiudd/street-level-semantic-segmentation

Training a toy convolutional neural network (CNN) model to predict semantic segmentation masks of street-level images

convolutional-neural-networks semantic-segmentation tensorflow

Last synced: 19 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/vasikyrg/neural-networks-python

A python Project with Tensorflow using Cifar-10 dataset and insurance dataset.

cnn knn mlp python rbf svm tensorflow

Last synced: 18 May 2026

https://github.com/yaswanth20003/face_emotion_detection

EMOJI RECOMMENDATION SYSTEM BASED ON FACIAL EXPRESSIONS: This project implements a real-time Face Emotion Detection System using deep learning and OpenCV. The system is designed to automatically identify human faces(by openCV) and classify human facial emotions.(by CNN model)

cnn deep-learning emotion-detection emotion-recognition fsds g1 g1-fsds keras nerual-network sure-trust suretrust tensorflow

Last synced: 08 May 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/rnuv/artificial-neural-network

A Simple 2 layered Artificial Neural Network library made from scratch in Python and NumPy. Fitted with a feed forward method and backpropagation.

neural-network numpy python tensorflow

Last synced: 18 Mar 2025

https://github.com/mjsandagi/libra-justitiae

A predictive machine learning model that recommends prosecution sentences based on criminal data.

keras machine-learning tensorflow

Last synced: 09 Apr 2026

https://github.com/gewoonrik/pullreqs-dnn

Experiments with DNNs and pullreqs

deep-learning keras neural-network pull-requests tensorflow

Last synced: 19 Jan 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/razamehar/synthetic-to-real-image-classifier

The CGI2Real_Multi-Class_Image_Classifier categorizes humans, horses, or both using transfer learning from Inception CNN. Trained on synthetic images, it can also classify real ones.

convolutional-neural-networks image-classification inceptionv3 multi-class-classification python real-image-classification synthetic-images tensorflow

Last synced: 19 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/si-ddhartha/anigan

A TensorFlow implementation of Generative Adversarial Network to generate anime faces.

deep-learning gan generative-adversarial-network tensorflow

Last synced: 18 May 2026

https://github.com/35px/ai-video-sentimentml-ml_model

A project aimed at analyzing videos sentiments and emotions from a custom built machine learning model using tensorflow, python, etc

ai aws docker ffmpeg machine-learning meld neon nextjs15 pandas python sagemaker-deployment tensorflow

Last synced: 14 Apr 2026

https://github.com/aravinda-1402/face-mask-detection

Real-time facemask detection using Deep Learning and OpenCV

cnn haarcascade-frontalface keras mask-detection opencv tensorflow

Last synced: 09 Apr 2026

https://github.com/akshaypx/watchtower-ai

Detect People, start auto recording, click pictures and save it to your device. Works on both mobile and desktop. It uses cocossd Tensorflow Js model for Object Detection. Next js for frontend.

coco-ssd cocossd live-detection nextjs object-detection tailwindcss tensorflow tensorflowjs typescript

Last synced: 28 Apr 2026

https://github.com/dirkschumacher/tfjs-diag

Create a diagonal matrix (rank 2 Tensor) from a rank 1 Tensor in tensorflow.js

tensorflow tensorflow-js

Last synced: 28 Apr 2026

https://github.com/lordronz/risaikuru-be

Trash classification using tensorflow deployed with expressjs as REST API

docker docker-compose expressjs tensorflow tensorflowjs typescript

Last synced: 21 Jan 2026

https://github.com/mendez-luisjose/chatbot-with-tensorflow-bert-and-tkinter

Chatbot with TensorFlow, BERT and Tkinter

chatbot nlp tensorflow tkinter

Last synced: 28 Apr 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/ralolooafanxyaiml/neural-evolution-engine

A modular AI evolution simulation engine built with Python and TensorFlow. Uses Deep Learning to predict organism adaptations against environmental threats.

artificial-intelligence deep-learning evolution-simulation keras machine-learning neural-networks numpy oop pandas python scikit-learn simulation tensorflow

Last synced: 07 Jan 2026

https://github.com/gusgitmath/braintumorclassifier-cnn-tf2.16

TensorFlow 2.16 CNN for brain tumor classification with 99.7% accuracy. Features data augmentation, ReduceLROnPlateau, ModelCheckpoint for optimization, and GPU support. Explore the efficient architecture and training process.

classification convolutional-neural-networks deep-learning keras machine-learning python tensorflow

Last synced: 19 Jan 2026

https://github.com/malcolmmielle/bark_monitor

Mirror of https://codeberg.org/MalcolmMielle/bark_monitor

dog monitor python tensorflow

Last synced: 28 Apr 2026

https://github.com/zarah573/ml-malwaredetection

Final project for machine learning course using Android Malware Detection Kaggle Dataset.

classification kaggle keras neural-network python tensorflow

Last synced: 21 Jan 2026

https://github.com/charancholaveti/imdb-sentimentanalysis

IMDB Movie Review Sentiment Analysis-It will give the sentiment of the review whether it is Positive or Negative

deeplearning keras numpy rnn-tensorflow tensorflow

Last synced: 14 Apr 2026

https://github.com/liuyuweitarek/downgrade-upgrade-colab-python

Creating a Specific Version of Python and PyTorch Environment on Colab.

customized-project google-colab python pytorch tensorflow

Last synced: 21 Jan 2026

https://github.com/zaquyn/tensorflow-developer-certificate-bootcamp

These notebooks contain many foundations in TensorFlow from to fundamental to NLP, Computer Vision and Time series

artificial-intelligence deep-learning deep-neural-networks tensorflow tensorflow-tutorials tensorflow2

Last synced: 21 Jan 2026

https://github.com/amr-yasser226/deep-learning-journal

A personal collection of Jupyter notebooks, scripts, and resources documenting my exploration and learning in Deep Learning. From foundational neural network concepts to advanced transformer architectures, this repo tracks experiments, notes, and implementations.

ai computer-vision deep-learning jupyter keras machine-learning neural-networks nlp notebook pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/romerorodriguezd/traffic-lights-classification-cnn

Coding and testing a convolutional neural network for classifying traffic lights, with Keras and Tensorflow, using LISA dataset.

ai cnn-classification keras neural-networks pandas tensorflow

Last synced: 09 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/omraj0/fruits-and-vegetables-recognition

A Deep Learning project that classifies over 36 types of fruits and vegetables using a Convolutional Neural Network

cnn google-colaboratory keras python tensorflow

Last synced: 20 Apr 2026

https://github.com/abhishtagatya/paintgan

🖼️ Comparative Framework for Style Transfer Models in Painting Domains

framework gan style-transfer tensorflow

Last synced: 20 Apr 2026

https://github.com/rcghpge/tensorflow

custom setup of Tensorflow and Keras for my Dell Precision 5510 workstation

dell-5510 dell-precision dell-workstation keras python python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/sechi42/github-actions

Este proyecto automatiza el despliegue de un modelo de machine learning utilizando GitHub Actions. El pipeline CI/CD construye, prueba y despliega una imagen Docker en Amazon ECR, luego se implementa en una instancia EC2 para predecir la tasa de cancelación de clientes de la empresa Interconnect.

aws-ec2 aws-ecr fastapi python tensorflow

Last synced: 06 Feb 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/nk-works/creditflow-ai

CreditFlow AI predicts loan defaulters using Artificial Neural Networks (ANNs). This model uses historical loan data to predict the likelihood of default for new loan applications.

ai artificial-neural-networks deep-learning jupyter-notebook machine-learning matplotlib numpy pandas python scikit-learn seaborn tensorflow

Last synced: 24 Jun 2025

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/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/alexlaurence/tweettaste

🍍Fun little food recommendation program based on sentiment analysis, built for the #PoweredByTF 2.0 Challenge

keras-tensorflow nlp-machine-learning sentiment-analysis tensorflow

Last synced: 08 Jun 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/wittyicon29/cv-using-fashion-mnist

Getting Started into the Computer Vision using the tensorflow with the Fashion MNIST dataset

deep-learning mnist neural-network tensorflow

Last synced: 17 May 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/arssite/dirty-cleanflooringimageprocessingusingyolov5

Uses YOLOv5 to classify floor cleanliness into five categories based on visual cues. It includes an annotated dataset, trained model,& evaluation outputs. Code covers data preprocessing, training, & testing. A comparative analysis highlights YOLOv5's advantages over traditional methods, providing an efficient solution automated floor cleanliness.

deep-neural-networks github google-colab jupyter-notebook labelimg matplotlib-pyplot numpy-library opencv-python pandas-python pytorch scikit-learn tensorflow yolov5

Last synced: 10 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/YehiaSharawy/Image-Classification-of-Rock-Paper-Scissors-using-Convolutional-Neural-Network

CNN model to classify hand gesture images of rock, paper, and scissors with the help of Tensorflow and Keras packages.

cnn-classification keras python rock-paper-scissors tensorflow

Last synced: 15 Aug 2025

https://github.com/tentaclepurple/42_leaffliction

👁️ Computer Vision model made with Convolutional Neural Network for leaf disease identification

computer-vision convolutional-neural-networks deep-learning matplotlib opencv plantcv python streamlit tensorflow

Last synced: 09 Apr 2026

https://github.com/dfsp-spirit/ml_projects

Some just-for-fun data science and machine learning projects (mostly Python and GNU R)

ai ignore machine-learning python sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/zohaib-cheema/defacto

DeFacto is a machine learning-based tool that classifies fake news articles using a hybrid model built with Scikit-learn, TensorFlow, and Keras. The system analyzes social and political content to detect deception in news stories and social media posts, providing a reliable solution to address the growing issue of misinformation.

flask git keras numpy pandas r scikit-learn tensorflow

Last synced: 07 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/sven4500/neuroinformatics

Лабораторные работы по курсу "Нейроинформатика"

keras keras-tensorflow machine-learning machinelearning ml neuroinformatics py3 python python-3 python3 pytorch tensorflow tensorflow2 tf tf2 torch

Last synced: 07 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/sarangs1621/detection-of-mixed-pixels-in-thermal-image

A lightweight Python deep learning framework for precision agriculture. It leverages a CNN autoencoder to detect mixed pixels in thermal images, enabling early crop disease detection with robust metrics (MPP, SSIM, MSE) and scalable design.

agriculture ai autoencoder cnn computer-vision crop-disease crop-disease-detection data-augmentation deep-learning disease-detection image-processing machine-learning mixed-pixels plant-health precision-agriculture python scalable-design tensorflow thermal-imaging unsupervised-learning

Last synced: 20 Apr 2026

https://github.com/kasraskari/cifar-10

Classifying CIFAR-10 images (CNN, KerasTuner CNN, Wide-and-Deep)

cifar-10 deep-learning jupyter-notebook keras keras-tensorflow neural-network python tensorflow tuning

Last synced: 28 Apr 2026

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/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/deslum/examplestfnet

Examples written on .Net Core from book Machine Learning with TensorFlow: Nishant Shukla

machine-learning machine-learning-algorithms net netcore2 tensorflow tensorflow-examples

Last synced: 20 Apr 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/sauravwel/boston-housing-price-prediction-using-deep-learning

This project uses deep learning techniques to predict median housing prices in the Boston area using the Boston Housing dataset. The model employs TensorFlow, Keras, and Numpy, with a mean squared error loss function and Adam optimization algorithm. The results show high accuracy.

boston-housing-price-prediction deep deep-learning housing housing-price-prediction housing-prices tensorflow tensorflow-tutorials

Last synced: 18 Feb 2026

https://github.com/junteudjio/stanford_nlp_cs224n_assigment3

This repo is my implementation of the coding questions of assignment3 of Stanford University class: [CS224n](https://web.stanford.edu/class/cs224n/): Natural Language Processing with Deep Learning

deep-learning named-entity-recognition nlp tensorflow

Last synced: 20 Apr 2026

https://github.com/indrajit-2001/an-analysis-of-breast-cancer-detection-

A breast cancer analysis project using advanced image processing techniques. This research employed CNNs, specifically VGG16, DenseNet121, and ResNet150V2, to analyze histopathological images from the BreakHis dataset on Kaggle, enhancing breast cancer detection and classification.

cnn densenet121 python3 restnet50 sklearn tensorflow vgg16-model

Last synced: 14 Mar 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

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