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/antonio-f/named-entity-recognition

Recognize named entities on Twitter with LSTMs. From the Natural Language Processing course - Coursera's Advanced Machine Learning specialization.

bidirectional-lstm lstm named-entity-recognition natural-language-processing ner nlp tensorflow twitter

Last synced: 18 Apr 2026

https://github.com/jaybfn/face-mask-detection-using-tensorflow-and-opencv

In most public meetings, such as malls, theaters, and parks, it is becoming increasingly vital to verify if persons in the audience are wearing face masks. The creation of an AI system that can detect if someone is wearing a face mask and allow them admission would be extremely beneficial to society. A basic Face Mask identification system is constructed using Convolutional Neural Networks, a Deep Learning approach (CNN). The TensorFlow framework and the OpenCV library were used to create this CNN Model, which is widely utilized in real-time applications.

cnn convolutional-neural-networks deep-learning keras opencv-python python3 tensorflow vscode

Last synced: 28 Apr 2026

https://github.com/kumbong/human-marker-augmentation

Incorporating knowledge of physical constraints of human motion into an LSTM model to augment human markers generated from pose estimation for use in measuring the dynamics of human motion.

deep-learning machine-learning tensorflow

Last synced: 20 May 2026

https://github.com/frederickroman/readgauge

Reading ease scoring web app. It calculates the US school reading level of a text client-side using neural networks.

pwa reading-comprehension tensorflow tensorflow-node tensorflow2 tensorflowjs text-classification text-processing web-workers

Last synced: 13 Apr 2026

https://github.com/dlzou/dnlp-chatbot

A seq2seq model trained on dialogue.

rnns tensorflow

Last synced: 14 Apr 2025

https://github.com/cryogenicplanet/uofthacks-2020

Not sure what to wear in unpredictable weather? Clothology allows you to choose your clothing attire based on what others in your area are wearing.

clothing-detection-dataset flask inception-v3 opencv react-native tensorflow

Last synced: 10 Apr 2025

https://github.com/robertobochet/keras-talk

Jupyter notebook for the Keras talk, part of the Python Course 2021 by Politecnico Open unix Labs

course jupyter-notebook keras neural-network politecnico-di-milano politecnico-open-unix-labs python slides talk tensorflow tensorflow-tutorials tutorial tutorial-code

Last synced: 13 Feb 2026

https://github.com/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 07 Jan 2026

https://github.com/dan10ish/machine-learning

Machine Learning projects!

ai machine-learning python tensorflow

Last synced: 05 May 2026

https://github.com/geektrovert/deepnumta

A Comprehensive Study on Deep Learning Approaches for Bengali Handwritten Digit Recognition

bangla bangla-digit-recognition deep-learning digit-recognition handwritten-digit-recognition keras python3 tensorflow

Last synced: 05 May 2026

https://github.com/rohantammara/inductionmotor-faultclassifier

Deep learning classifier to detect faults in Induction Motors

deep-learning keras neural-network tensorflow

Last synced: 10 Apr 2026

https://github.com/abdellatif-laghjaj/classification-system-for-online-learning

Comprehensive Classification System for Online Learning

classification streamlit tensorflow

Last synced: 03 Feb 2026

https://github.com/mongoexpuser/geological-image-classification-dnn

Geological Image Classification with Deep Feed-Forward Neural Network

keras matplotlib numpy pandas python scikit-image tensorflow

Last synced: 07 Jan 2026

https://github.com/zaccharieramzi/tf-fastmri-data

TensorFlow data pipelines for the fastMRI dataset

fastmri fastmri-challenge fastmri-dataset tensorflow

Last synced: 12 Jun 2025

https://github.com/justinshenk/digits-classifier

Testing repository for digit classification convolutional network

convolutional-neural-networks digits-recognition tensorflow

Last synced: 24 Apr 2026

https://github.com/openml/openml-tensorflow

Tensorflow extension for openml-python

hacktoberfest openml python tensorflow

Last synced: 16 Apr 2025

https://github.com/furk4neg3/textemotionrecognition

In this project, I've created AI models to predict emotion based on texts. I've used RNN and transfer learning for that. Best model works with 96% accuracy.

artificial-intelligence deep-learning machine-learning nlp rnn rnn-tensorflow tensorflow tensorflow2 transfer-learning

Last synced: 20 Jan 2026

https://github.com/vidit-kushwaha/tweet-sentimental-analysis

A deep learning project for sentiment analysis on tweets, classifying them into positive, negative, or neutral sentiments.

deep-learning keras machine-learning natural-language-processing python sentiment-analysis tensorflow text-classification

Last synced: 10 Mar 2026

https://github.com/ksalama/gcp-ml-serving

Examples of how to serve ML models on GCP

app-engine dataflow kubernetes machine-learning scikit-learn tensorflow

Last synced: 12 Oct 2025

https://github.com/twocolors/node-red-docker

Repository for all things Node-RED and Docker related based on Debian

debian docker node-red nodejs tensorflow tensorflowjs

Last synced: 10 Jun 2026

https://github.com/juniorxsound/tf-unet

🗺 General purpose U-Network implemented in Keras for image segmentation

cnn cv dnn tensorflow unet

Last synced: 15 May 2026

https://github.com/singhxtushar/client-retention-insight

Client-Retention-Insight is a churn classification project to predict whether the customer will Exited or not using the ANN implementation by tensorflow. We have also performed regression on the EstimatedSalary feature and done the HyperparameterTunning to find the best possible parameters for the model.

ann-model binary-classification churn-prediction hyperparameter-tuning keras regression-analysis streamlit tensorflow

Last synced: 19 Feb 2026

https://github.com/asmirnou/todus

Collection of scripts for training object detection models

coco dataset models object-detection python tensorflow training

Last synced: 04 May 2026

https://github.com/florianwoelki/mnist_fashion_cnn

This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.

classifier cnn fashion keras mnist numpy pandas tensorflow

Last synced: 08 Apr 2026

https://github.com/maqmal/glaucoma

Glaucoma classification using multiple ML and DL model

deep-learning image-classification image-processing scikitlearn-machine-learning tensorflow

Last synced: 19 Apr 2026

https://github.com/belajarqywok/tebakaja_cryptocurrency

provides accurate and scalable cryptocurrency forecasts by integrating advanced techniques, ensuring reliable predictions for informed decisions.

cython fastapi forecasting gcc-complier huggingface keras tensorflow

Last synced: 14 Feb 2026

https://github.com/anjasfedo/learning-tensorflow

Learning TensorFLow the Machine Learning Library with focus on Neural Network.

learning-resources machine-learning neural-network tensorflow

Last synced: 21 May 2026

https://github.com/walmartbaggg/Stock-Prediction

Machine learning project using LSTM networks to predict stock prices based on historical data from multiple companies.

machine-learning ml prediction predictions python stock stock-market stock-prediction stock-price-prediction stock-prices tensorflow yfinance

Last synced: 04 Apr 2025

https://github.com/xza85hrf/ml-framework_checker

ML Framework and CUDA Checker is a Python-based GUI application for checking PyTorch, TensorFlow, and CUDA installations. It provides detailed system specs, compatibility checks, advanced GPU management, and offers options to view instructions, export logs, and update machine learning frameworks.

compatibility cuda gpu-management gui-application machine-learning python pytorch system-checker system-specs tensorflow

Last synced: 28 Apr 2026

https://github.com/coder-deep/computervision-braintumordetection

Developed a robust deep learning model for classifying brain tumors using MRI images, achieving a 98% accuracy. Demonstrated its real-world applicability in medical diagnostics.

computer-vision deep-learning image-processing opencv python pytorch resnet-18 tensorflow vgg13

Last synced: 11 Apr 2026

https://github.com/koukiftw/realtimesignlanguagerecognition

A real time sign language recognition traning model built with opencv and tensorflow that can detect hand gesture in real time.

computer-vision deep-learning machine-learning opencv python tensorflow

Last synced: 12 Aug 2025

https://github.com/krisharul26/tensorflow_certificate_exam-prepration

This is repo is in development. It is used to keep resources, course references, and code examples while preparing for the TensorFlow Developer Certification exam. If the work here helps you in some way please feel free to share, fork, or star.

efficientnet nlp-machine-learning optimization-algorithms pycharm-ide python resnet rmsprop tensorflow tensorflowhub tesnsorboard transfer-learning

Last synced: 19 Jan 2026

https://github.com/vvkmnn/gandl

🖌️ An image generating neural network via Tensorflow.

deep-learning generative-adversarial-network minst-database tensorflow

Last synced: 17 May 2026

https://github.com/hcnoh/batch-matmul-tensorflow

TensorFlow 2.0 Implementation for Batch Matrix Multiplication

tensorflow tensorflow-experiments

Last synced: 19 Jan 2026

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 14 Apr 2026

https://github.com/aryanyadav-dev/celestial-spectroscopy

Developed a Deep learning model using TensorFlow and Keras to classify synthetic spectral data from celestial objects, including stars and galaxies. Utilizing a Convolutional Neural Network (CNN), the model analyzes spectroscopic features and achieves high accuracy in predicting object classifications.

cnn keras matplotlib python sckit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/sarthak-1408/tensorflow-basic-to-advanced

"Tensorflow zero to advanced" cover all the topics related to deep learning and explains each section in an easy and efficient way.

cnn-classification cnn-keras computer-vision keras-neural-networks keras-tensorflow neural-network tensorflow tensorflow-tutorials tensorflow2

Last synced: 21 Jan 2026

https://github.com/reubenjohn/tensorflow-workspace

Collection of random tensorflow experiments for personal use and learning

deep-learning machine-learning python tensorflow

Last synced: 20 May 2026

https://github.com/bursasha/deeplearningai-machine-learning-tensorflow-course

Projects and certificates from a machine learning course focused on TensorFlow and Keras, covering neural networks, CNNs, NLP, and time series analysis 🧠

convolutional-neural-networks deeplearning-ai keras machine-learning mlcourse natural-language-processing neural-networks numpy pandas python-machine-learning recurrent-neural-networks tensorflow

Last synced: 10 Apr 2026

https://github.com/beomi/tf-keras-on-lambda

Example Repo for Tensorflow + Keras on AWS Lambda

aws keras lambda tensorflow

Last synced: 20 Apr 2026

https://github.com/gappeah/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance cryptocurrency keras machine-learning neural-networks python tensorflow

Last synced: 25 Feb 2025

https://github.com/kamalarnav04/handwrittendigitrecognizer

A neural network-based handwritten digit recognition system built with TensorFlow/Keras that can classify handwritten digits (0-9) from the MNIST dataset with 97.8% validation accuracy.

python tensorflow

Last synced: 14 Apr 2026

https://github.com/emalagoli92/van-classification-tensorflow

TensorFlow 2.X reimplementation of Visual Attention Network, Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu.

computer-vision deep-learning image-classification python pytorch tensorflow transformers

Last synced: 05 Jan 2026

https://github.com/nhuang29/musicclassification

Music Classification ML/Deep Learning

deep-learning ml tensorflow

Last synced: 03 May 2026

https://github.com/wesleyscholl/machine-learning-projects

Machine learning projects completed for the Machine Learning with Python Certification

colab-notebook keras keras-classification-models keras-models keras-neural-networks keras-tensorflow machine-learning tensorflow

Last synced: 12 Apr 2026

https://github.com/hamidzr/next-block-prediction

Next block prediction in the block base visual programming environment, NetsBlox

keras rnn tensorflow word2vec

Last synced: 17 May 2026

https://github.com/imvision12/pre-trained-models-implementation

This Repo Is about Implementation Of Pre-Trained Models from scratch using Tensorflow

inceptionv3 pre-trained-model resnet50 tensorflow vgg16 vgg19 xception

Last synced: 20 May 2026

https://github.com/limon-s-ai-zone/ml-dl-project

🌟 Welcome to the Machine Learning and Deep Learning Projects repository! This project is a compilation of diverse and engaging projects spanning computer vision, Kaggle competitions, generative AI, and advanced techniques such as autoencoders and variational autoencoders

autoencoder cnn computer-vision deep-learning generative-adversarial-network image-captioning image-classification image-processing kaggle-competition ml object-detection pytorch rnn tensorflow variational-autoencoders

Last synced: 14 Oct 2025

https://github.com/garbhitsh/chequewise

ChequeWise is a comprehensive solution for automating the processing of bank cheques using machine learning and optical character recognition (OCR).

cheque python3 tensorflow

Last synced: 15 May 2026

https://github.com/serialphotog/handwritten-ocr

Playing around with neural networks and optical character recognition.

mnist neural-network pytorch tensorflow

Last synced: 25 Dec 2025

https://github.com/antonio-f/deeplearning_project5-gan-face-generation

Using generative adversarial networks to generate new images of faces (datasets: MNIST, CelebA).

celeba celeba-dataset face-generation gan generative-adversarial-network mnist tensorflow udacity udacity-deep-learning

Last synced: 19 Jun 2025

https://github.com/20040120lxs/dacin

Code for "DACIN: Deep Adversarial Clustering-driven Imputation Networks"

deep-subspace-clustering generative-adversarial-network tensorflow

Last synced: 02 Feb 2026

https://github.com/somjit101/mnist-classification-tensorflow

A simple study on how to use Tensorflow platform (without Keras) for a simple number classification task using a Neural Network.

batch-normalization deep-learning dropout-layers mnist-classification mnist-dataset neural-network tensorflow

Last synced: 20 Apr 2026

https://github.com/justinianus2001/face-detection

Building face object recognition and classification model based on Facenet model

face-classification face-detection facenet python tensorflow

Last synced: 29 Apr 2026

https://github.com/burness/tf_course

the material of the tf course

computer-vision tensorflow tensorflow-tutorials

Last synced: 10 Aug 2025

https://github.com/ethereon/merlin

A deep learning toolkit using TensorFlow 2 and Python 3.7+

deep-learning machine-learning tensorflow

Last synced: 12 Apr 2026

https://github.com/linussorg/vamos-plus

VAMOS+ is a software for detecting meteors (shooting stars) in videos.

jugend-forscht meteor tensorflow

Last synced: 27 Jan 2026

https://github.com/jakegrigsby/supersonic

Multiworker PPO with random network distillation in eager execution Tensorflow

deep-reinforcement-learning ppo rnd sonic tensorflow

Last synced: 11 Apr 2026

https://github.com/markiskorova/machine-learning-nlp-predict-author

Machine Learning & Natural Language Processing: Predict the author of literary text snippets. Built with TensorFlow and Keras, this project trains an LSTM model on classic literature to identify writing style and authorship.

keras machine-learning natural-language-processing python tensorflow text-tokenization text-vectorization

Last synced: 23 Jan 2026

https://github.com/pat-alt/neuralnets

A small project on the use of deep learning for natural language processing (NLP).

deep-learning lstm rnn tensorflow word2vec

Last synced: 12 Apr 2026

https://github.com/kapshaul/deeplearning

Exploring deep learning networks and solving diverse problems through fun and practical implementations, from basics to advanced techniques.

deep-learning machine-learning nueral-network parametric-estimation pytorch tensorflow

Last synced: 24 Oct 2025

https://github.com/jagadishdas21/ai-doctor

AI Doctor is an intelligent chatbot designed to assist users in medical research and diagnosis-related queries. Built using Natural Language Toolkit (NLTK) and TensorFlow, this project leverages advanced machine learning techniques to provide accurate and relevant responses to users' health-related questions.

nltk python3 tensorflow

Last synced: 09 Apr 2025

https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.

keras python tensorflow

Last synced: 04 May 2026

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 02 Apr 2026

https://github.com/qanastek/tictactoe

The TicTacToe game in JavaFX with a multilayer perceptron (MLP)

controlsfx css fxml java javafx scenebuilder tensorflow ux-design

Last synced: 12 Apr 2026

https://github.com/kktsubota/uniform-quantizers

Official implementation of "Comprehensive Comparisons of Uniform Quantizers for Deep Image Compression" in ICIP 2021 and "Comprehensive Comparisons of Uniform Quantization in Deep Image Compression" in IEEE Access 2023.

deep-neural-networks image-compression python quantizer tensorflow

Last synced: 16 Apr 2026

https://github.com/jerrywingsky/nlp-based-sentiment-analysis-on-mental-health

As part of my Group Project, our team developed a Machine Learning Model using NLP & Sentiment Analysis to analyze Mental Health Statements. We performed Data Cleaning, Transformation, and applied Decision Tree & Neural Network Algorithms to classify as either "Normal" or "Depressed," aiming to support Early Mental Health Assessment through AI.

daml googlecolab keras python tensorflow

Last synced: 24 Feb 2026

https://github.com/albbus-stack/upscale-io

A simple tool to upscale your images.

flask heroku isr tensorflow upscale upscaling

Last synced: 07 Jan 2026

https://github.com/ryannapp12/quant_trading_engine

A modular, and scalable quantitative trading engine built in Python. This project demonstrates efficient data caching with SQLite, concurrent backtesting, and advanced risk analytics, showcasing best practices in clean code architecture and performance optimization.

algorithmic-trading backtesting dash data-analysis data-visualization fintech lstm machine-learning numpy pandas plotly python quantitative-finance real-time risk-management sqlite technical-analysis tensorflow time-series-analysis trading-strategies

Last synced: 11 Apr 2026

https://github.com/ayeshaaaaaaaaa/resume-classification-system

AI-powered resume classification system can accurately and efficiently analyze resumes, extract relevant information, and categorize them into predefined categories or job roles.

artificial-intelligence classification machine-learning neural-networks prediction prediction-model python skit-learn tensorflow

Last synced: 23 Jan 2026

https://github.com/codetit4n/backpropagation

Simple Backpropagation using churn modelling dataset

churn-modelling ml python tensorflow tensorflow-tutorials tutorial

Last synced: 03 Oct 2025

https://github.com/ramonmedeiros/cat_dog_classifier

Solution for FreeCodeCamp challenge: https://www.freecodecamp.org/learn/machine-learning-with-python/machine-learning-with-python-projects/cat-and-dog-image-classifier

freecodecamp freecodecamp-ml machine-learning tensorflow

Last synced: 28 Jan 2026

https://github.com/diegoperea20/nextjs-classification-cats-and-dogs-with-tensorflowjs

Nextjs application for classifying images of cats and dogs using tensoflowjs, converting a.h5 model to tensorflowjs that is .json and .bin

cats classification dogs json model nextjs pynb python tensoflowjs tensorflow

Last synced: 12 Apr 2026

https://github.com/samanyougarg/dl-mnist

Deep Learning on the MNIST Handwritten Digits Dataset.

deep-learning deep-neural-networks keras mnist python tensorflow

Last synced: 09 Apr 2026

https://github.com/argemenon/ml-codes-vs

My repo for learning Image Processing and Machine Learning

image-processing machine-learning neural-network opencv pytohn3 tensorflow

Last synced: 13 Apr 2025

https://github.com/prashimpy/sign-language-interpreter

This is the code for a sign language interpreter, which converts texts into physical hand signs, and physical hand signs to text.

arduino opencv python tensorflow

Last synced: 29 Apr 2026

https://github.com/javierkaiser9/rgbd-dual_input_machine_learning_model

This Demo presents a machine learning-based steering module for sidewalk navigation . Using a dual-input EfficientNetV2 model, it processes RGB-D data from an Intel RealSense D415 to classify sidewalk scenarios and generate real-time steering commands. Optimized with OpenVINO

efficientnet efficientnetv2 machine-learning numpy opencv openvino python3 realsense-camera tensorflow

Last synced: 31 Dec 2025

https://github.com/leehanchung/deeplearning.ai

Coursera Deeplearning.ai Deep Learning Specialization

coursera deep-learning deep-neural-networks neural-networks tensorflow

Last synced: 19 May 2026

https://github.com/thinhphan0108/my-waste-classification-web

🌍 Waste Classification App ♻️ A user-friendly web app powered by a TensorFlow deep learning model. Upload images of waste items, and the app predicts the type of waste (plastic, glass, metal, etc.) with high accuracy. Contribute to better waste management and sustainability with AI-driven classification! 🚀

ai deep-learning machine-learning tensorflow waste-management

Last synced: 30 Jan 2026