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/amine-akrout/tensorflow-tifecycle-management-with-mlflow

Creating a Dockerized stack environment using MLflow, mysql and Minio to manage the lifecycle of TensorFlow models.

bert cnn deep-learning lstm machine-learning minio mlflow mlops mysql nlp python s3 swivel tensorboard tensorflow tf-serving

Last synced: 10 Apr 2025

https://github.com/bastiaanv/yolov2-tiny-tf-ncs

Yolov2-tiny Tensorflow implementation for Movidius Neural Compute Stick

ncsdk python3 tensorflow

Last synced: 21 Jul 2025

https://github.com/adhaamehab/semantic-segmentation-demo

A Full stack Semantic Segmentation project using tensorflow, deeplab and dash

cnn dash deep-learning deeplab flask semantic-segmentation tensorflow

Last synced: 23 Mar 2025

https://github.com/ggiuffre/tf-lyrics

Generate lyrics with TensorFlow and the Genius API

data-pipeline genius-api lyrics tensorflow text-generation

Last synced: 16 Apr 2025

https://github.com/arshtiwari2004/sahyog

Centralized Disaster Response and Inventory Management System that leverages AI and Google Cloud Technologies to predict disasters, optimize resource management, and provide real-time coordination.

adam-optimizer apache-kafka apache-spark cnn-classification docker efficientnetb4 gan-models gcp-storage gcs gemini-api hyperledger-fabric keras-classification-models l2-regularization lstm-model numpy opencv tensorflow twilio vertex-ai yolov8-detection

Last synced: 13 May 2025

https://github.com/oleksandr-g-rock/classify_picamera_in_live_time_cusom_model

Image classification (persons, animals, other) on raspberry pi from pi-camera (in live time) used custom model .h5 (output to terminal)

image-classification image-processing image-recognition pi-camera raspberry-pi tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 09 Jul 2025

https://github.com/victorowinoke/cnn-image-classification-using-fashion-mnist-dataset

There's been much speculation in recent years about neural networks technologies and other deep learning algorithms, primarily because of the popularity of several implementations in the sector utilizing these techniques. Consequently, this hype has yielded several innovative ideas to build open-source libraries and methods to enable the average income tech-savvies to achieve their objective. This research paper aims to examine and illustrate how to use deep learning technologies and algorithms to precisely classify a dataset of fashion images into their respective clothing categories. First, the paper shows the general knowledge of convolutional neural networks (CNN) and the techniques of image classification. Later on, it also discusses the methodology of building a neural network and the simulation process. The results of the neural network simulation are compressively evaluated and discussed.

cnn-classification cnn-keras code deep-neural-networks fashion-classifier fashion-mnist-dataset image-classification python3 report tensorflow tensorflow-models

Last synced: 02 Apr 2025

https://github.com/prouast/video-sensor-processing

Import and processing of video sensor data for intake gesture recognition. Support for OREBA dataset.

intake-gesture-detection opencv oreba-dataset tensorflow tfrecord video

Last synced: 17 Aug 2025

https://github.com/si-cim/protoflow

ProtoFlow is a TensorFlow-based Python toolbox for bleeding-edge research in prototype-based machine learning algorithms.

lvq machine-learning-algorithms python-toolbox tensorflow

Last synced: 13 Apr 2025

https://github.com/stes/deeplabcut-docker

Inofficial docker images for DeepLabCut (experimental)

deeplabcut docker pose-estimation tensorflow

Last synced: 01 May 2026

https://github.com/j-w-yun/fizzbuzz_neural_network

Approximate the FizzBuzz function using a neural network model in Tensorflow.

fizz-buzz fizzbuzz machine-learning neural-network tensorflow

Last synced: 26 Apr 2026

https://github.com/pythonnut/apptainer-jax

Apptainer "kitchen sink" ML environment using Poetry

apptainer jax poetry-python pytorch tensorflow

Last synced: 13 May 2026

https://github.com/nishantksingh0/generative-language-model

Trained Decoder only model on large BookCorpus Dataset. First time!

attention-mechanism book-corpus numpy os pandas sentencepiece tensorflow transformer-architecture

Last synced: 05 May 2026

https://github.com/raviqqe/tensorflow-extenteten

TensorFlow extension library

deep-learning python tensorflow

Last synced: 14 Feb 2026

https://github.com/mugisha-pascal/machine-learning

A variety of projects expressing my full journey in machine learning and deep learning using python and jupyter notebook for documentation

joblib machine-learning matplotlib pandas sklearn tensorflow

Last synced: 12 Feb 2026

https://github.com/nicholaswilven/pegasus-tpu-trainer

Transformer encoder-decoder (PEGASUS) pretraining and finetuning using Tensorflow + TFRecords on TPU

nlp summarization tensorflow tpu transformers

Last synced: 11 Feb 2026

https://github.com/pottava/docker-dl-framework

Lightweight docker images of TesorFlow, Mxnet and so on

docker-image ipython jupyter-notebook lightweight mxnet tensorflow

Last synced: 04 Mar 2026

https://github.com/nikhilroxtomar/mean-iou-in-numpy-tensorflow

A function for calculating mean iou, which can be used as a keras metrics.

iou-calculation semantic-segmentation tensorflow

Last synced: 29 Apr 2026

https://github.com/mmerlyn/asl-translator

Empowering the deaf and speech-impaired with a real-time ASL translator that converts hand gestures into English text using deep learning and computer vision.

assistive-technology computer-vision deep-learning jupyter-notebook opencv python tensorflow

Last synced: 08 May 2026

https://github.com/efe-eroglu/hisse_fiyat_tahmini

Predicts the closing prices of stocks on the Istanbul Stock Exchange. Identify correlated and inversely correlated stocks

graph indicators lstm stock-price-prediction tensorflow

Last synced: 28 Apr 2026

https://github.com/avik-pal/ml_dl_assignments

Machine Learning And Deep Learning Basics covered by working on Commonplace Datasets

machine-learning neural-networks python3 tensorflow

Last synced: 04 May 2026

https://github.com/gaborvecsei/swiss-army-tensorboard

A tool which helps you to release the true potential of Tensorboard

keras log logger python tensorboard tensorflow visualization

Last synced: 07 May 2026

https://github.com/oleksandr-g-rock/simple_classification_pi_vgg16_pretrain_model_from_pi_camera

Simple image classification on raspberry pi from pi-camera used the pre-trained model VGG16

image-classification image-processing image-recognition tensorflow tensorflow-tutorials

Last synced: 24 Apr 2026

https://github.com/shervinnd/cnn-model-for-mnist

This project implements a Convolutional Neural Network (CNN) trained on the MNIST dataset for handwritten digit recognition. The model achieves 100% accuracy on the test set, demonstrating its effectiveness in classifying digits with high precision.

cnn cnn-classification cnn-keras deep-learning deep-neural-networks iimageprocessing machine-learning mnist mnist-classification nuralnetwork tensorflow

Last synced: 17 Apr 2026

https://github.com/zxypro1/magicfight

MagicFight! A tiny-ML game project based on Arduino Nano 33 BLE Sense and Unity.

arduino deep-learning motion-detection sound-detection tensorflow tensorflow-lite tflite tflite-models unity

Last synced: 17 Apr 2026

https://github.com/novasush/tensorboard-with-fashion-mnist

Training a convolutional neural network to classify images of the Fashion MNIST dataset and use TensorBoard to explore how it's confusion matrix evolves over time.

confusion-matrix confusionmatrix tensor tensorbo tensorflow tensorflow-experiments

Last synced: 01 Mar 2026

https://github.com/mohammadhprp/k9-vision

A deep learning project leveraging TensorFlow and transfer learning to classify various dog breeds from images.

ai deep-learning tensorflow

Last synced: 18 May 2026

https://github.com/cos301-se-2021/tensorflow-ui

TensorFlow UI COS 301 Capstone project by Try Catch Degree.

ai machine-learning tensorflow

Last synced: 18 Mar 2025

https://github.com/tentone/semeionnet

A set of machine learning experiments with the semeion and MNIST handwritten digit dataset using tensorflow

mnist semeion tensorflow

Last synced: 10 Apr 2025

https://github.com/rekalantar/covid19-detector-ios-application

Covid-19 Detector iOS Application Developed by Reza Kalantar

classification covid-19 deep-learning detection ios tensorflow transfer-learning

Last synced: 17 May 2026

https://github.com/shivamgupta92/signlang_action_recognition

This project utilizes action recognition and deep learning with OpenCV, MediaPipe, and Inception_ResNet for real-time sign language detection. This tool empowers users to interpret diverse sign gestures accurately, fostering inclusivity

cnn-keras deep-neural-networks keras nlp python3 resnet-50 tensorflow

Last synced: 18 Sep 2025

https://github.com/vidursatija/rhymenet

A Neural Network model to generate rap songs using LSTMs

generator lstm music neural-network python rnn tensorflow

Last synced: 18 May 2026

https://github.com/nuyoahwjl/cats_vs_dogs

基于卷积神经网络(CNN)的猫狗分类系统

cnn tensorflow

Last synced: 31 Mar 2025

https://github.com/darshangowda0/musicalinstrumentsclassification

Identification of predominant musical instrument in a 3s audio excerpt.

audio-processing autoencoders cnn computer-vision machine-learning pca svm-classifier tensorflow

Last synced: 13 Apr 2026

https://github.com/mbarbetti/tf-gen-models

:package: Ready to use implementations of state-of-the-art generative models in TensorFlow 2

deep-learning gan generative-models python tensorflow

Last synced: 26 Oct 2025

https://github.com/abhiramdodda/two-stage-plant-diesease-detection

In this repo a two stage plant disease detection is introduced which reduces time required for training and gives greater accuracy.

deep-neural-networks efficientnet image-processing tensorflow

Last synced: 19 Feb 2026

https://github.com/hotdogcookie20/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 image-classification machine-learning mobilenetv2 neural-network nsfw-detection nsfw-recognition python tensorflow transfer-learning

Last synced: 05 Apr 2025

https://github.com/saurabh-takle/mnist-handwritten-digit-recognition

The MNIST dataset consists of 0-9 digits with black background and white digit. The Handwritten digit recognition successfully identifies all the handwritten digits using sequential model.

classification digit-recognition handwritten-digit-recognition jupyter-notebook mnist-classification mnist-dataset numpy python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/hasnainroopawalla/scribblenet

A Python library that classifies hand-drawn doodles into distinct classes (trained on the QuickDraw dataset by Google).

android cnn doodle-classifier flask javascript keras python restful-api tensorflow

Last synced: 07 Apr 2026

https://github.com/faris771/handwritten_charactar_recognition

This project implements a Convolutional Neural Network (CNN) to classify handwritten Arabic characters with high accuracy. The model is trained on various tasks and showcases strong performance across diverse classification challenges.

ai cnn-classification image-processing tensorflow

Last synced: 18 Aug 2025

https://github.com/saravanabalagi/singularity_tensorflow

Singularity tensorflow containers for research and development

development-platform singularity singularity-container tensorflow

Last synced: 06 Jan 2026

https://github.com/pedrojrv/email_classification

Machine Learning framework example for Business Email Classification.

deep-learning enron-dataset tensorflow text-classification

Last synced: 16 Oct 2025

https://github.com/chocolateloverraj/raise-hand-ai

Uses Tensorflow to detect if a person is raising their hand

ai hand navigation pointer pose raise rust tensorflow tensorflowjs wasm

Last synced: 07 Oct 2025

https://github.com/jpata/sparsedistance

Generate sparse distance matrices with gradients in tensorflow efficiently

graph knn-graph-construction lsh machinelearning tensorflow

Last synced: 06 Sep 2025

https://github.com/cawfree/reuters-dataset

🗞️ A tool for downloading and parsing Reuters-21578. These are a collection of documents that appeared on Reuters newswire back in 1987.

21578 dataset nlp nodejs reuters tensorflow

Last synced: 01 Mar 2026

https://github.com/marlon360/robot-mlagents

A metallic waste collection robot simulation. Driven by ml-agents in Unity3D.

machine-learning ml ml-agents robot tensorflow unity3d

Last synced: 10 May 2026

https://github.com/vaibhav-kesarwani/text_emotion_classifier

A 𝗧𝗲𝘅𝘁 𝗘𝗺𝗼𝘁𝗶𝗼𝗻 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 is an AI model that analyzes text to detect and classify emotions like 𝗵𝗮𝗽𝗽𝗶𝗻𝗲𝘀𝘀 😊, 𝘀𝗮𝗱𝗻𝗲𝘀𝘀 😢, 𝗮𝗻𝗴𝗲𝗿 😠, and 𝘀𝘂𝗿𝗽𝗿𝗶𝘀𝗲 😲. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 24 Oct 2025

https://github.com/msiddhu/emotion-detection

A emotion detection tool based on TensorFlow and OpenCV

accuracy dataset emotion-detection faces numpy opencv python tensorflow tensorflow-models webcam-feed

Last synced: 02 Apr 2025

https://github.com/nripstein/what-bird-is-that

Computer vision website which recognizes and provides information about birds in user-uploaded photos.

bird-species-classification birding computer-vision image-classification tensorflow

Last synced: 12 May 2025

https://github.com/oleksandr-g-rock/simple_classification_pi_vgg16_pretrain_model

Simple image classification on raspberry pi used the pre-trained model VGG16

image-classification image-recognition mobilenet tensorflow

Last synced: 20 Apr 2026

https://github.com/tallamjr/iit-madras-dlcv

Material for IIT Madras Deep Learning for Computer Vision

computer-vision deep-learning pytorch tensorflow

Last synced: 01 Aug 2025

https://github.com/garcane/ethereum-prediction-ml

A machine learning project that predicts the future price of Ethereum (ETH) using the price data gathered from coincodex.com.

crypto cryptocurrency ethereum jupyternotebook lstm lstm-neural-networks machine-learning machine-learning-algorithms python scikit-learn scikitlearn-machine-learning sklean svm tensorflow

Last synced: 10 Apr 2026

https://github.com/taublast/appomobi.maui.tensorflow.lite

.NET MAUI Android bindings for Google's TensorFlow Lite with GPU support

android maui tensorflow tensorflow-lite

Last synced: 22 Jul 2025

https://github.com/imdeep2905/digit-recognizer

This is a little project which implements ML model (trained on "Hello World of ML" - MNIST Digit Dataset) in real life.

convolutional-neural-network deep-learning keras mnist-classification mnist-handwriting-recognition opencv-python python tensorflow tkinter

Last synced: 13 Mar 2025

https://github.com/aribornstein/keras-3d-image-classification

Based on the Keras 3D Image Classification from CT Scans by Hasib Zunair from the Keras IO examples repo

3dimageclassification gridai keras tensorboard tensorflow

Last synced: 11 May 2026

https://github.com/tugot17/rnn-time-lagged-autoencoder

Tensorflow 2.0 implementation of time-lagged autoencoder using Recurrent Neural Networks

recurrent-neural-networks rnn tensorflow time-lagged-autoencoder

Last synced: 18 May 2026

https://github.com/aurelio-amerio/kaggle-higgs-challenge

Kaggle Higgs challenge submission for the Practical Machine Learning course at QMUL, week 3

kaggle kaggle-higgs-challenge machine-learning practical-machine-learning qmul tensorflow

Last synced: 28 Apr 2025

https://github.com/ibaigorordo/tflite-msg_chn_wacv20-depth-completion

Python script for performing depth completion from sparse depth and rgb images using the msg_chn_wacv20. model in Tensorflow Lite.

depth-completion depth-estimation python3 tensorflow tflite

Last synced: 18 May 2026

https://github.com/gosha20777/neuroexploit

A self-learning neural network for automatic pentest

keras pentest python self-learning tensorflow

Last synced: 13 Apr 2026

https://github.com/khaymanii/cifar-10-object-recognition-model

This is an object recognition model built using Python and ResNet50 as its base model

keras python tensorflow transfer-learning

Last synced: 17 Apr 2026

https://github.com/mohitmishra786/ml-and-dl

This repository gives beginners and newcomers in the field of AI and ML a chance to understand the inner workings of popular learning algorithms by presenting them with a simple way to analyze the implementation of ML and DL algorithms in pure python using only numpy as a backend for linear algebraic computations.

artificial-intelligence artificial-neural-networks basic coding deep-learning deep-neural-networks machine-learning machine-learning-algorithms machine-learning-practice machine-learning-projects ml ml-project mlops python python3 pytorch pytorch-implementation tensorflow

Last synced: 09 Oct 2025

https://github.com/jn513/mask_detect

Sistema para Detecção Facial que reconhece se a pessoa esta usando mascara ou não.

colab-notebook colaboratory keras keras-tensorflow opencv opencv-python python python3 sklearn tensorflow tensorflow2

Last synced: 07 Apr 2026

https://github.com/hasnainroopawalla/image-captioning-scene-descriptor

A CNN-LSTM model to generate a sentence/caption that describes the contents/scene of an image.

bleu-score deep-learning flask flickr flutter image-captioning inceptionv3 keras lstm python rnn tensorflow

Last synced: 30 Oct 2025

https://github.com/programminginblood/neuralchat

NeuralChat is a chatbot created in Python using NLTK, Tensorflow, keras, numpy and FastAPI.

ai keras keras-tensorflow ml nltk nltk-python python python3 tensorflow tensorflow2

Last synced: 05 Feb 2026

https://github.com/srowen/quatrains-rnn

Simple example applying Keras, TensorFlow to Nostradamus's prophecies with Cloudera Data Science Workbench

cloudera cloudera-data-science gpu keras nlp rnn tensorflow

Last synced: 10 Oct 2025

https://github.com/coder12git/diagnose

Diagnose - Skin cancer detection from your skin images.

cnn-image-classification google-maps-api machine-learning python streamlit tensorflow

Last synced: 07 Jan 2026

https://github.com/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 08 Apr 2026

https://github.com/maskedsyntax/2-stage-opamp-analysis

Comparative Analysis of Machine Learning Models for Aspect Ratio Estimation of a Two-Stage Operational Amplifier

analysis gaussian-regression knn machine-learning numpy opamp opamps pandas streamlit tensorflow

Last synced: 13 Apr 2025

https://github.com/abhiramdodda/farmeasev2

Website powered with ML and DL models to enhance features for farmers.

flask flask-sqlalchemy tensorflow

Last synced: 15 Jan 2026

https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm

🎇 NLP Hate Speech Detection with LSTM 🎆 An LSTM-based model for hate speech detection 💬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! 🔥

circcleci docker hate-speech-detection keras tensorflow

Last synced: 14 Mar 2025

https://github.com/crispengari/keras-api

💎 Introduction to Keras API and TensorFlow for Researchers

ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow

Last synced: 07 Apr 2026

https://github.com/hishamalyahya/popgen

Melody and chord progression generation using TransformerXL

deep-learning machine-learning music music-generation pop-music tensorflow

Last synced: 18 May 2026

https://github.com/l-nmch/hailo-mnist

A guide on training a model, testing it, and optimizing it for deployment on a Hailo8L NPU unsing MNIST

ai cnn hailo8l machine-learning mnist tensorflow

Last synced: 24 Apr 2026

https://github.com/brookisme/dfgen

Keras Image Generator from Dataframes

deeplearning keras machine-learning tensorflow theano

Last synced: 18 Apr 2026

https://github.com/jamestang12/derma-box

Detects atopic eczema in babies. Used by 3rd-world midwifery nurses.

css google-cloud healthcare html machine-learning mysql php python raspberry-pi skin-disease skin-scanner tensorflow twillio

Last synced: 13 Apr 2026