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/caitroach/pneumonia-detection

x-ray image classification of viral/bacterial pneumonia using a convolutional neural network!

cnn-classification healthcare keras tensorflow x-ray-images

Last synced: 09 May 2026

https://github.com/minhosong88/wide_and_deep_network_bank_marketing

This project is part of a lab assignment where we explored the application of wide and deep networks to the Bank Marketing dataset.

keras machine-learning neural-network optimization python tensorflow wide-and-deep

Last synced: 19 Feb 2026

https://github.com/envy047/skin-cancer-detection

Diagnose.AI A skin cancer detection ai

cancer geopy python skin tensorflow

Last synced: 30 Apr 2026

https://github.com/aminkhavari78/abalone-data-set-

Abstract: Predict the age of abalone from physical measurements

keras linear-models matplotlib neural-network num panda sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/om4ai/tensorflow-developer-specialization

Populating all my Jupyter notebooks as part of the DeepLearning.AI's TensorFlow Developer Specialization. This specialization consists of 4 courses on topics like Introduction to TensorFlow, Computer Vision, Natural Language Processing (NLP) and Sequence time predictions.

computer-vision coursera jupyter-notebook keras nlp python3 tensorflow time-series

Last synced: 30 Apr 2026

https://github.com/salamalsam/ai-mvps

A collection of open-source, educational MVPs for learning and development. Explore hands-on examples in AI, machine learning, web development, IoT, and more. Designed for students, developers, and educators, this repository encourages experimentation and practical learning. Contributions are welcome!

artificial-intelligence deep-learning keras-tensorflow neural-network python recognition-algorithms recognizing-handwritten-digits salamaslam tensorflow

Last synced: 01 May 2026

https://github.com/anuraganalog/object-detection

Starting with object detection

api coco detection object tensorflow

Last synced: 26 Apr 2026

https://github.com/tiffanykousiman/graph-attention-neural-network-for-twitter-topic-modelling

Examining Graph Attention Neural Network for Short-Text Topic Modelling using Document Neighbourhood Affinity: A Hydrogen Energy Discourse on Twitter

graph-attention-network graph-neural-network hydrogen-energy short-text-topic-modelling tensorflow topic-modelling twitter-api

Last synced: 01 May 2026

https://github.com/kalashsathawane/weight-usage-analyser

Analyze neural network weight usage with WeightUsageAnalyzer. Optimize your models in PyTorch and TensorFlow for efficiency and performance. 🐙💻

ai flops-analysis keras keras-tensorflow machine-learning network-analysis neural-network pruning pytorch tensorflow toolkit torch weight weights-visualization

Last synced: 01 May 2026

https://github.com/konynour/tf-object-detection

This project implements an object detection system using TensorFlow and OpenCV, designed to identify and classify objects in images or video streams. By utilizing pre-trained models from the TensorFlow Object Detection API, this project allows users to detect multiple objects in real-time or from static images.

frozen jupyter-notebook matplotlip opencv python-script python3 tensorflow tensorflow-object-detection-api

Last synced: 01 May 2026

https://github.com/kautuk-desai/cse-574-intro-to-machine-learning

MS in Computer Science and Engineering Course on Introduction to Machine Learning

machine-learning-algorithms python3 tensorflow

Last synced: 01 May 2026

https://github.com/omkarspace/nudetect

A deep learning-based web application for detecting adult content in videos using CNN architecture. Features real-time analysis for both direct uploads and YouTube URLs with a responsive dark-themed UI.

adult-content-detection cnn computer-vision deep-learning keras machine-learning python real-time-processing tensorflow video-processing web-application youtube-api

Last synced: 01 May 2026

https://github.com/deepthipathlawath20/emotion-recognition-bimodal

Bimodal emotion recognition (face + speech) with feature-level fusion and classic ML classifiers.

audio computer-vision emotion-recognition knn mfcc multimodal navie-bayes-algorithm python scikit-learn svm tensorflow

Last synced: 01 May 2026

https://github.com/sarahloree/project-5--plant-seedling-classification

This is the fifth project I completed as part of the Introduction to Computer Vision Module from my post-graduate certification in AI/ Machine Learning from University of Texas' McCombs School of Business.

convolutional-neural-networks image-processing keras tensorflow transfer-learning

Last synced: 01 May 2026

https://github.com/mreliptik/tensorflow_pine64

Commands I used to compile tensorflow with bazel on the pine64 + .whl available

aarch64 bazel build pine64 tensorflow

Last synced: 01 May 2026

https://github.com/abhigyan126/plant-doctor

An AI model trained on Plant village dataset implemented as an android application

android-application apk classification crop desease-detection plant tensorflow tensorflow-lite

Last synced: 09 Apr 2026

https://github.com/amirziai/behavioralcloning

Behavioral cloning for self-driving cars

behavioral-cloning car deep-learning keras tensorflow

Last synced: 09 May 2026

https://github.com/shoaib1522/credit-card-fraud-analysis

"A comprehensive project on Credit Card Fraud Detection combining Exploratory Data Analysis, Machine Learning, and an interactive Streamlit web app for real-world applicability."

eda epochs mlp-classifier neural-network numpy pandas-python perceptron-learning-algorithm python regression sckiit-learn seaborn streamlit streamlit-webapp tensorflow

Last synced: 09 Apr 2026

https://github.com/vrinek/racermaker

Train a racing bot to drive

game gosu tensorflow

Last synced: 01 May 2026

https://github.com/khaledassassins/cv--plants_seedling_classification

A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.

cnn-for-visual-recognition confusion-matrix cv2-library imagedatagenerator label-binarizer learning-rate matplotlib numpy-library pandas-library seaborn tensorflow tensorflow-keras train-test-validation vgg16-model

Last synced: 12 Aug 2025

https://github.com/shivabajelan/deep-learning-challenge

This project uses deep learning to solve a classification problem. The dataset was preprocessed and a neural network model was optimized to achieve the target performance. Various techniques were tried to improve the model, demonstrating the power of deep learning models for classification problems.

keras machine-learning nural-network python tensorflow

Last synced: 01 May 2026

https://github.com/cloxnu/big_object_recognition

基于 Tensorflow 迁移学习的物体识别,不断优化中。。。

recognition tensorflow

Last synced: 19 May 2026

https://github.com/wcchu/paircorrection

Regression on paired data with TensorFlow 2

keras linear-regression python tensorflow tensorflow-2

Last synced: 01 May 2026

https://github.com/jjedele/tf-decode-mp3

TensorFlow operator to decode MP3s from in-memory data.

audio machine-learning mp3 tensorflow

Last synced: 01 May 2026

https://github.com/rahul1582/named-entity-recognition

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

bidirectional-lstm keras named-entity-recognition spacy tensorflow

Last synced: 04 Oct 2025

https://github.com/bintangyosua/deeplearning_emotion_detection

Emotion Detection using Deep Learning Bidirectional LSTM deployed on Streamlit

classification deep-learning machine-learning python tensorflow text-classification text-mining

Last synced: 09 May 2026

https://github.com/perceptronv/dlcc

Resources for a quick introduction to Deep Learning with TensorFlow and Keras. Implementation of a simple text-generating RNN.

deep-learning-tutorial keras keras-tensorflow nlp rnn rnn-tensorflow tensorflow tensorflow2 text-generation

Last synced: 01 May 2026

https://github.com/geo-tp/keras-colaboratory-models

Various keras deep learning models on colaboratory

ae ai convnet keras model ocr tensorflow

Last synced: 01 May 2026

https://github.com/colemurray/tensorflow-introduction

Introduction Example to Tensorflow showing batch vs stochastic

machine-learning tensorflow

Last synced: 01 May 2026

https://github.com/camara94/transfer-learning-for-nlp-with-tensorflow-hub

Welcome to this hands-on project on transfer learning for natural language processing with TensorFlow and TF Hub. By the time you complete this project, you will be able to use pre-trained NLP text embedding models from TensorFlow Hub, perform transfer learning to fine-tune models on real-world data, build and evaluate multiple models for text classification with TensorFlow, and visualize model performance metrics with Tensorboard.

deep-learning nlp tensorflow transfert-learning

Last synced: 02 May 2026

https://github.com/rahulraimau/credit-card-fraud-detection

This project develops a real-time credit card fraud detection system using the Kaggle Credit Card Fraud Detection Dataset, containing 284,807 transactions with 31 features (Time, Amount, V1-V28, Class).

imbalanced-learn- matplotlib numpy pandas python pytorch scikit-learn- tensorflow

Last synced: 08 Apr 2026

https://github.com/ahmad-ali-rafique/batch-card-detection-app

A deep learning-based Streamlit app to detect if a person is wearing a batch card, built with TensorFlow. Includes trained model, app interface, and deployment guide.

ai artificial-intelligence carddetection deep-neural-networks streamlit-dashboard tensorflow

Last synced: 02 May 2026

https://github.com/the-pinbo/image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

autoencoder bsd500 dataset denoising denoising-autoencoders gaussian-noise image-data-generator image-processing image-restoration noise2noise rednet tensorflow unet

Last synced: 02 May 2026

https://github.com/emogooo/deepskinde

The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.

cnn differential-evolution isic isic-2019 isic-challenge keras tensorflow

Last synced: 14 Mar 2025

https://github.com/sifatahammed/diabetic-retinopathy-classification-using-deep-learning

A deep learning approach to Diabetic Retinopathy severity classification, comparing state-of-the-art architectures and assessing performance using accuracy and Cohen's Kappa score.

classification deep-learning diabetic-retinopathy machine-learning python tensorflow

Last synced: 12 May 2026

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/joaobenedetmachado/price-predictor

price predictor with tensorflow, fastapi and a simple GUI

deep-learning fastapi ml mlops tensorflow

Last synced: 09 May 2026

https://github.com/guuri11/mousepy

Python script to control your mouse using hands gesture

cv2 handgesture-recognition mouse opencv python python3 tensorflow

Last synced: 09 May 2026

https://github.com/gmcgibbon/udacity-dlnd-project-2

Udacity Deep Learning Nanodegree - Project 2

cnn deep-learning jupyter-notebook tensorflow udacity

Last synced: 02 May 2026

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

Using TFGAN framework to play around with GAN architecture for image compression.

dnn generative-adversarial-network neural-networks tensorflow tensorflow-experiments tfgan

Last synced: 02 May 2026

https://github.com/quarkgluant/deep_learning_a_z

french Udemy course based on the Kirill Eremenko's course on deep learning with Python

deep-learning deep-learning-tutorial deep-neural-networks python3 pytorch tensorflow

Last synced: 02 May 2026

https://github.com/knightron0/android_plushie

Simple classifier for android plushies.

android-plushie keras tensorflow

Last synced: 09 May 2026

https://github.com/davityak03/stock-value-prediction-and-forecasting

This project predicts stock market trends using an LSTM neural network, focusing on Apple Inc.'s historical data for accurate future price forecasting. It includes data retrieval, preprocessing, model training, and evaluation.

data-visualization datareader lstm pandas python tensorflow tiingo

Last synced: 03 May 2026

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 09 Apr 2026

https://github.com/abhiiiman/cnn-classification-webapp

Dog 🐶 Cat 😻 Classification using Basic CNN Classification 🪄

basic-learning cnn dog-cat-classification keras neural-network tensorflow

Last synced: 09 May 2026

https://github.com/sirinemaaroufi/parkinsons-disease-detection

This project aims to detect Parkinson's disease using a computer vision approach. It leverages transfer learning with a pre-trained Inception V4 model for feature extraction and employs K-Nearest Neighbors (KNN) for classification.

classification computer-vision inceptionv4 knn-classification parkinsons-detection pretrained-models python pytorch tensorflow transfer-learning

Last synced: 03 May 2026

https://github.com/glencrawford/tensorflow_mnist_fashion_recognition

Clothing classification with a Tensorflow 2 and Keras neural network.

keras machine-learning neural-network python tensorflow

Last synced: 09 May 2026

https://github.com/tadiusfrank2001/sentiment_analyst_machine_learning_project

Design a Decision-Tree Classifer and a Logistical Regression Classifier and compare their performance in Sentiment Analysis on Twitter Tweet data

api data-science decision-trees logistic-regression machine-learning machine-learning-algorithms natural-language-processing sentiment-analysis skit-learn tensorflow

Last synced: 03 May 2026

https://github.com/samir-atra/controlnet_implementation

AN implementation of the Adding Conditional Control to Text-to-Image Diffusion Models research paper using Keras and TensorFlow

keras python tensorflow

Last synced: 03 May 2026

https://github.com/totogo/dlnd-tv-script-generation

Udacity Deep Learning Foundation Project3 Generate TV Scripts

deep-learning python rnn tensorflow udacity-nanodegree

Last synced: 12 May 2026

https://github.com/thevarunsharma/dl_tracker

A python package for real time tracking of keras model training

keras-callback pika rabbitmq requests tensorflow

Last synced: 03 May 2026

https://github.com/jayfunc/Doc2Vec-Server

A Python server to be invoked doc2vec method, which uses TensorFlow and BERT model.

bert doc2vec python tensorflow

Last synced: 03 Oct 2025

https://github.com/fmind/onet

Train and predict procedures of DNN for binary image classification.

deep-learning image-classification keras python tensorflow

Last synced: 03 May 2026

https://github.com/jdtumlinson/binary_image_classifier

A binary image classifier made with tensorflow in python.

image-classifier keras tensorflow

Last synced: 03 May 2026

https://github.com/coderooz/handwritten_digit_recognition

This project uses a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.

colab handwritten-digit-recognition image-classification matplotlib neural-network numpy python tensorflow

Last synced: 03 May 2026

https://github.com/naturomics/gentoo-overlays

Optimized Gentoo ebuilds for tensorflow/pytorch

gentoo-overlay pytorch tensorflow

Last synced: 03 May 2026

https://github.com/nemeslaszlo/cartoon-characters-classifier

Deep Learning Classifier of characters from the Simpsons TV show. (Image classifier)

deep-learning image-classifier keras keras-tensorflow tensorflow

Last synced: 09 May 2026

https://github.com/pneff93/ml-frameworks

Playground for machine learning frameworks

python tensorflow xgboost

Last synced: 24 Jun 2026

https://github.com/ghoumbadji/pandora

Identification of hate speech on social media and the communities involved in propagating it.

fasttext graphviz hate-speech-detection lstm-neural-networks networkx node2vec pandas tensorflow

Last synced: 03 May 2026

https://github.com/marcus-24/stock-predictor-ml-inference

This repository is used to serve and monitor the stock predictor model.

evidentlyai flask mlops stocks tensorflow yfinance

Last synced: 03 May 2026

https://github.com/chanmeng666/heat-flux-perceptrons-neural-networks

【Stars are the fuel for open source magic - cast your spell ⭐️】A comprehensive neural networks project combining theoretical understanding through manual implementation of feedforward networks with practical application in predicting heat influx for architectural design.

architectural-engineering building-design deep-learning heat-flux-prediction machine-learning neural-networks python tensorflow thermal-analysis

Last synced: 03 May 2026

https://github.com/sealonk/mlgc-server

Backend server for skin cancer detection using TensorFlow.js and Firebase.

backend express firebase healthcare image-processing machine-learning tensorflow

Last synced: 04 May 2026

https://github.com/al-jurjani/l-flask

A simple image classifier web application built with Flask and Keras. This project was created by following an online tutorial.

flask image-classification keras machine-learning python tensorflow tutorial-project

Last synced: 04 May 2026

https://github.com/datasagess/fic

NLP Hackaton \w NN + FastAPI + Docker

catboost cuda docker fastapi lstm python pytorch rapidfuzz tensorflow

Last synced: 08 Aug 2025

https://github.com/prouast/ctc-intake-detection

Automatic detection of intake gestures with CTC from inertial or video data

ctc deep-learning intake-gesture-detection oreba-dataset tensorflow

Last synced: 04 May 2026

https://github.com/himalayaashish/fakeadclicksdetection

This project focuses on detecting fake ad clicks using advanced machine learning techniques. I applied models to classify legitimate and fraudulent clicks based on patterns and user behavior data. The system leverages data preprocessing, model training, and evaluation to optimize the detection process for real-time applications.

classification machine-learning tensorflow tensorflow2

Last synced: 04 May 2026

https://github.com/mendez-luisjose/sign-language-detection-and-classification-model

Sign Language Detection and Classification Model

keras mediapipe opencv tensorflow

Last synced: 08 Apr 2026

https://github.com/himalayaashish/anomaly-detection

This project focuses on implementing anomaly detection techniques using TensorFlow to identify outliers in various datasets. The model leverages deep learning algorithms, such as autoencoders and recurrent neural networks, to effectively recognize patterns and detect deviations from normal behavior. Optimized for performance.

encoder encoder-decoder-architecture tensorflow tensorflow2 time-series

Last synced: 04 May 2026