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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/lbp2563/graph-classification-using-graph-convolutional-network-gcn-

This project implements a Graph Convolutional Network (GCN) using PyTorch Geometric for graph classification. The model is trained on the MUTAG dataset, which consists of chemical compounds labeled according to their mutagenicity.

compound-components keras mutagen-synthesis neural-network tensorflow

Last synced: 14 Apr 2026

https://github.com/into-ai/kerasltisubmission

Submit your trained keras models to a kerasltiprovider that proxies any LTI conforming learning platform

assignment hand-in keras lti-tool pip python tensorflow

Last synced: 12 Feb 2026

https://github.com/aventer-ug/tensorflow-mesos

Tensorflow python module for Apache Mesos

clusterd machine-learning mesos python tensorflow

Last synced: 13 Feb 2026

https://github.com/ansh-info/responsible-healthcare-ai

AI-powered healthcare test result prediction using machine learning, with a focus on fairness, explainability, and responsible AI practices.

ai classification data-science deep-learning jupyter-notebook machine-learning neural-network prediction predictive-modeling python3 pytorch random-forest shape tensorflow tutorial xai

Last synced: 14 Apr 2026

https://github.com/jiashenc/arm-keras

Base image for running Keras on Raspberry Pi

armv7 docker docker-image keras keras-tensorflow tensorflow

Last synced: 16 Apr 2026

https://github.com/kamangir/blue-sbc

🌀 AI for single board computers.

bash deep-learning edge-computing jetson python raspberry-pi tensorflow

Last synced: 13 Feb 2026

https://github.com/gbih/machine_learning

Notes about data science, machine-learning, data-engineering, MLOps, DevOps

data-engineering data-science devops keras kubernetes mlops tensorflow

Last synced: 16 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/meghaniankov/news-toxicity-analyzer

📰 Analyze news sites for text toxicity using TensorFlowJS

javascript personal-project tensorflow

Last synced: 19 Feb 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/zsuzsannamangu/yogasequencing-app

AI-powered tool for yoga teachers to turn video recorded sequences into printable visual guides. Detects held poses, removes backgrounds, and generates clean vector silhouettes for each posture.

deeplabv3 fastapi movenet nextjs opencv postgresql potrace python pytorch react tensorflow uvicorn yoga yoga-pose-classification

Last synced: 13 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/vikktor93/tarea4-introduccion-vision-computacional

Comparative study of CNN, MobileNetV2 Transfer Learning, and SVM for tomato leaf disease classification using the PlantVillage dataset.

cnn-classification computer-vision keras mobilenetv2 python3 tensorflow transfer-learning

Last synced: 18 Apr 2026

https://github.com/sroman0/web-inf

Neural Network for Multi-Class Classification is a project developed during the "Web and Information Retrieval" course at Università degli Studi del Sannio. This repository provides an implementation of a neural network with a softmax output layer, designed for multi-class classification tasks.

classification data-preprocessing data-science deep-learning educational-project jupyter-notebook machine-learning model-evaluation multi-class-classification neural-network python tensorflow web-information-retrieval

Last synced: 06 May 2026

https://github.com/angelalim88/jakarta-air-quality-index-classification

This project classifies Jakarta's Air Quality Index (AQI) from 2010 to 2023 using machine learning models (Random Forest, MLP, SVM) based on pollutant concentrations.

data-analysis data-visua machine-learning scikit-learn tensorflow

Last synced: 13 Oct 2025

https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project

【Sprinkle some star dust on this repo! ⭐️ It's good karma!】A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.

cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow

Last synced: 02 Apr 2026

https://github.com/kavayk29/speech-recognition-using-tdnn-and-data-augmentation

Developed a speech recognition system using TDNN, preprocessing audio, extracting MFCC features, and training the model. Fine-tuning with augmented data (19,000 rows) improved accuracy from 9% to 80% training and 40% validation. Data augmentation proved crucial for enhancing model performance and generalization. Still working to increase the acc.

deep-learning keras-tensorflow numpy os pandas tdnn tensorflow

Last synced: 14 Feb 2026

https://github.com/mariam-zaidi/melanoma-detection-using-cnn

CNN based model which can accurately detect melanoma

cnn keras matplotlib sklearn tensorflow

Last synced: 13 Apr 2026

https://github.com/khaled-ghanem/ocular-disease-classification

Train individual CNN models for AMD, DR, Cataract, and Glaucoma diseases using Fundus image dataset.

cnn computer-vision cv2 inceptionv3 keras matplotlib python resnet-50 tensorflow transfer-learning vgg19

Last synced: 14 Apr 2026

https://github.com/ccastleberry/hands_on_machine_learning

Notebooks and files created while working through the book Hands on Machine Learning

data-science jupyter-notebook scikit-learn tensorflow

Last synced: 06 May 2026

https://github.com/caioambro/bertimbau_lstm

Projeto de dados para análise de sentimentos comparando os modelos BERTimbau e LSTM para Processamento de Linguágem Natural (PLN).

algoritmo aprendizado-de-maquina bertimbau berttokenizer dados goemotions jupyter-notebook keras lstm machine-learning-algorithms nlp pln sentimentos tensorflow transformers web-scraping

Last synced: 10 May 2026

https://github.com/killervardhan8/gesturedecode

The Sign Language Interpretation project focuses on recognizing and interpreting hand gestures to facilitate communication for individuals who use sign language. This project leverages computer vision and machine learning techniques to accurately identify and translate hand signs into text

csv mediapipe numpy python tensorflow

Last synced: 28 Feb 2026

https://github.com/daun-io/gpu-experiment-parallelization

Introduction to the concept of automatic experiment parallelization

deeplearning gpu gpu-parallelism parallelization python pytorch tensorflow

Last synced: 06 May 2026

https://github.com/senior-sigan/mnist_android

Digits recognition on Android with Tensor Flow

android mnist mnist-dataset tensorflow tensorflow-android

Last synced: 06 May 2026

https://github.com/mahendran-narayanan/double-vit

[ICPR 2024] DoubleViT Pushing transformers towards the end because of convolutions

deep-learning deep-neural-networks icpr2024 pytorch tensorflow

Last synced: 23 Feb 2026

https://github.com/tearth/neural-snake-2

The second version of NeuralSnake project written in Python and TensorFlow library.

neural-network neural-networks python python3 tensorflow

Last synced: 16 Apr 2026

https://github.com/amokorankye/bone-fracture-detection-using-cnns

Implementation of a convolutional neural network (CNN) to detect bone fractures in X-ray images. The model classifies X-ray images into two categories: fractured and not fractured bones.

cnn-classification python tensorflow

Last synced: 06 May 2026

https://github.com/janaghoniem/fruits-recognition-using-deep-learning-with-data-augmentation

A deep learning project for classifying 130+ fruits using EfficientNet, ResNet, and MobileNet with custom augmentations and SE blocks. Built on the Fruits-360 dataset.

background-replacement cnn data-augmentation deep-learning efficientnetb0 fruits360 image-classification image-recognition keras mobilenetv2 resnet-50 squeeze-and-excitation tensorflow transfer-learning

Last synced: 14 Apr 2026

https://github.com/sirius-mhlee/tensorflow-keras-boilerplate

Tensorflow Keras Boilerplate using Tensorflow GPU

boilerplate deep-learning gpu keras tensorflow

Last synced: 16 Apr 2026

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

Implemented Cifar-10 without using any pre-trained model with an accuracy of 75%.

cifar-10 cifar10-classification cnn cnn-model deep-learning image-classification machine-learning neural-networks tensorflow

Last synced: 01 Mar 2026

https://github.com/aryankdev/agro-ai

AI-powered Plant Disease Detection System using TensorFlow, Flask, and Gemini AI

ai computer-vision deep-learning flask gemini-ai huggingface machine-learning plant-disease-detection tensorflow

Last synced: 31 May 2026

https://github.com/coolmunzi/face_mask_detector

Face mask detection based on tensorflow 2 object detection API using Efficientdet-D1 model. This project can perform face mask detection on images as well as videos.

covid19 detection-api efficientdet-ssd face-mask-detection face-mask-detector opencv opencv-python python tensorflow tensorflow-examples tensorflow-object-detection-api tensorflow2 tensorflow2-object-detection tfod-api

Last synced: 21 Jan 2026

https://github.com/machinelearningzuu/hybrid-book-recommendation-system

In this repository I developed book recommendation system using book description similarity matching

cosine-similarity deep-learning flask nlp recommender-system tensorflow

Last synced: 14 Apr 2026

https://github.com/subhas-pramanik-09/mnist-digit-identification

MNIST Handwritten Digit Clasification using Deep Learning (Neural Network)

jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 14 Apr 2026

https://github.com/mubashirul-islam/plant-disease-segmentation

Plant Disease Segmentation using deep learning with U-Net and BiFPN. This project provides code and notebooks for training, evaluating, and comparing segmentation models on plant leaf images to accurately detect diseased regions. Includes model weights, visualization tools, and performance metrics.

keras opencv python tensorflow

Last synced: 16 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/danielathome19/classification-model-builder

Assists in the creation of convolutional neural network models for image classification. Models are generated with the Keras library, wrapped from Python in C# to allow use between languages.

classification classification-model cnn cnn-keras convolutional-neural-network convolutional-neural-networks csharp interop interoperability keras machine-learning machine-learning-model machine-learning-model-builder ml model-builder neural-network nn python tensorflow trainer

Last synced: 14 Apr 2026

https://github.com/imumi17/microsoft-stock-price-prediction-with-machine-learning

This project leverages machine learning techniques to predict the future prices of Microsoft's stock. By analyzing historical stock price data, the model aims to provide accurate predictions that can be used to make informed investment decisions.

googlecollab machine-learning-algorithms microsoft stockprice-prediction tensorflow

Last synced: 27 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/meryem-amr/emotion-detection-from-text-and-images

Emotion Detection from Text and Images is an AI application that identifies emotions from user-provided text or images. It uses neural network models for classification and is built with Python, featuring a Streamlit interface and a Python-based backend for processing and prediction.

ai cnn emotion-detection keras logestic-regression lstm naive-bayes neural-network nlp python streamlit svm tensorflow

Last synced: 14 Apr 2026

https://github.com/javorraca/llama_in_r

Walkthrough of Posit AI blog's LLaMA in R with Keras and TensorFlow (w/ modified code for LLaMA-2-7b)

keras llama2 r rstats tensorflow torch

Last synced: 16 Apr 2026

https://github.com/adityapathakk/cats-vs-dogs

Couldn't decide if I saw a cat or a dog, so I made a guide on CNNs & Transfer Learning with the Dogs Vs Cats dataset on Kaggle (check README.md).

cats-vs-dogs cnn-classification deep-learning kaggle keras python tensorflow transfer-learning

Last synced: 21 Jan 2026

https://github.com/sagartr/deep-audio-classifier-using-machine-learning

Languages Used: Python Developed and implemented a deep audio classifier using CNNs and LSTMs to accurately categorize diverse audio signals, achieving high accuracy and robustness. Utilized Python and TensorFlow for model development and training, incorporating data augmentation techniques to enhance performance

audio-processing capuchin librosa python tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/samamasaleem/artificial-neural-network-for-combined-cycle-power-plant-energy-output-prediction

This project demonstrates the implementation of an Artificial Neural Network (ANN) model to predict the net hourly electrical energy output of a Combined Cycle Power Plant (CCPP).

artificial-neural-networks combined-cycle-power-plant deep-learning keras machine-learning sklearn tensorflow uci-machine-learning

Last synced: 19 Jan 2026

https://github.com/andreazoccatelli/aircontrol

AirControl, control your PC with hands

interface mediapipe midas pytorch tensorflow

Last synced: 19 Jan 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/usamafayaz/python-workshop

This repository contains exercises developed during a one-month training workshop on machine learning, image processing, and natural language processing. The workshop, covered various topics including cv2 for image processing, Flask for web development, and deep learning techniques using Keras with datasets such as MNIST, Reuters, and IMDB.

artificial-intelligence flask image-processing keras machine-learning matplotlib tensorflow video-processing

Last synced: 16 Apr 2026

https://github.com/mbarbetti/calotron

:package: Transformer-based models to flash-simulate the LHCb ECAL detector

calorimeter deep-learning flash-simulation keras lhcb-experiment lhcb-lamarr machine-learning tensorflow transformer ultrafast-simulation

Last synced: 03 Mar 2026

https://github.com/hoccyy/emotion-detector

An image classification model that detects facial emotions and returns what emotion the face is expressing based on two categories.

cv2 image-classification image-recognition machine-learning machine-learning-algorithms machinelearning ml opencv tensorflow

Last synced: 07 May 2026

https://github.com/jacktheprogrammer/working-with-text-classification

My personal portfolio projects to work with NLP data for classification and analysis using ML and neural network using tensorflow and

emotion-classification pytorch pytorch-lightning sentiment-analysis sentiment-classification spam-classification tensorflow text-classification

Last synced: 16 Apr 2026

https://github.com/thatsabhishek/hand-gesture-recognition-using-mediapipe

This is a program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.

handrecognition mediapipe models python tensorflow tflite

Last synced: 13 Apr 2026

https://github.com/saylie/cat-dog-classifier-

The Cat-Dog Classifier is a deep learning-based image classification project that can differentiate between images of cats and dogs. It uses a Convolutional Neural Network (CNN) model trained on labeled datasets to predict whether a given image belongs to a cat or a dog.

ai javascript keras numpy opencv python react tensorflow

Last synced: 14 Apr 2026

https://github.com/sadmansakib93/killer-whale-deep-learning-detector

This repo contains programs and scripts for the multiclass (three or four classes) classification of Killer Whale-KW, Humpback-HB, Dolphin-D (included only in four classes), and background/other.

deep-learning densenet ketos killer-whale-detecor machine-learning orca python tensorflow

Last synced: 07 May 2026

https://github.com/zeta36/pix2pix_algebra_basica

El siguiente proyecto ha sido desarrollado para participar en el reto creado por Dot CSV (https://www.youtube.com/watch?v=BNgAaCK920E)

pix2pix-paper pix2pix-tensorflow python tensorflow

Last synced: 16 Apr 2026

https://github.com/cihaneksi/salary_regression

In this project I trained a machine learning model to predict customer estimated salary based on various features. Solution method is Artificial Neural Network (ANN).

ai ann keras prediction python regression tensorflow

Last synced: 08 May 2026

https://github.com/arbinzaman/vehicle-image-detection-model

This is image detection model about vehicles for Machine Learning Lab

image-recognition machine-learning machine-learning-models sklearn-library tensorflow

Last synced: 16 Apr 2026

https://github.com/andrewginns/tflow-whls

Collection of custom Tensorflow wheels

ml python tensorflow

Last synced: 01 Apr 2026

https://github.com/crizmo/catloafai

Cat Loaf Rater is a machine learning-powered web application to train and rate cat loaves.

cats express machine-learning reactjs tensorflow

Last synced: 16 Apr 2026

https://github.com/uranusx86/tensorflow1.12-cuda10.1-build

Build tensorflow 1.12 source code with CUDA 10.1 in Ubuntu

bazel bazel-build colab cuda10 tensorflow tensorflow-build tensorflow-gpu tensorflow1

Last synced: 16 Apr 2026

https://github.com/joelypoley/tensorshow

A python module for inspecting TFRecords.

inspector jupyter-notebook tensorflow tfrecord visualizer

Last synced: 16 Apr 2026

https://github.com/mehdishahbazi/logistic-regression-tensorflow-ovr

This repository contains the implementation of the Logistic Regression algorithm for classifying the Iris dataset using the One-vs-Rest (OvR) approach, developed with Python 3.12 and TensorFlow v2.16.

classification classifier ipynb ipython ipython-notebook iris iris-dataset logistic logistic-regression machine-learning one-vs-all one-vs-rest ova ovr python regression tensor tensorflow tensorflow2

Last synced: 04 Mar 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/vvkmnn/cnndl

An image-classifying convolutional neural network.

convolutional-neural-networks deep-learning tensorflow

Last synced: 10 Oct 2025

https://github.com/lakshya-gg/machine-learning

This repo provides solutions and accompanying notes for the Machine Learning Specialization offered by Stanford University and Deeplearning.ai on Coursera, taught by Professor Andrew Ng, as of the year 2023.

anomaly-detection collaborative-filtering linear-regression logistic-regression neural-networks recommender-system regularization reinforcement-learning tensorflow

Last synced: 07 May 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/grahfmusic/cca-gpt-model-trainer

A Python based Linux based command line tool to automate the process of fetching, cleaning, and combining data from MediaWiki and Jira, and then fine-tuning a language model (GPT) on the combined dataset. The script is designed to handle GPU memory constraints and can switch to CPU if needed.

ai generative-ai gpt jira llama2 llm mediawiki python3 tensorflow

Last synced: 19 Jan 2026

https://github.com/mzur/tfprof

A Docker image containing the TensorFlow Profiler

docker-image tensorflow tensorflow-profiler

Last synced: 16 Apr 2026

https://github.com/theoddysey/malaria-detection-model

Malaria Classification Model using TensorFlow 🦟

data-science keras machine-learning python tensorflow

Last synced: 17 Apr 2026

https://github.com/ashly1991/transformer-nmt-tf2

Transformer neural machine translation in TensorFlow 2 with tensorflow-text; tutorial-based build with masks, positional encodings, and experiments.

attention encoder-decoder jupyter-notebook neural-machine-translation nmt tensorflow tensorflow-text transformer

Last synced: 14 May 2026

https://github.com/thiruvarankanm/fashionmnist-cnn

End-to-end CNN for Fashion MNIST classification with data augmentation and TensorFlow Lite quantization for efficient deployment.

deep-learning fashion-mnist image-classification keras tensorflow

Last synced: 07 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 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