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/ljubogdan/solar-cycle-lstm

This project predicts sunspot activity using an LSTM model for time series data. Built with TensorFlow and Keras, it uses Huber loss for outlier handling and MAE for performance evaluation. The dataset, sourced from Kaggle or SIDC, spans over 270 years of monthly sunspot data.

conv1d huber-loss-regression kaggle keras lstm machine matplotlib numpy pandas scikit-learn seaborn solar sunspots tensorflow time-ser

Last synced: 13 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/phonhay103/sms-spam

SMS Spam Classification using TimeDistributed Layer

classification lstm tensorflow time-distributed

Last synced: 29 Apr 2026

https://github.com/ayushchakraborty/heart-disease-predictor

Model used to predict if CVDs are present or not

machine-learning tensorflow

Last synced: 15 Apr 2026

https://github.com/fewdtc/nlp_fake_news_detection

Detecting fake news using NLP and Machine Learning (Logistic Regression, Random Forest, XGBoost, LSTM). Includes a Streamlit app, classification reports, and full visualizations.

deep-learning fake-news machine-learning nlp python streamlit tensorflow text-classification xgboost

Last synced: 04 May 2026

https://github.com/rakshithe/ai-project

Deep learning project for pet face classification, facial landmark detection, and object detection using TensorFlow. Utilizes CNNs, YOLO, Faster R-CNN, and MobileNet for accurate detection and classification.

cnn deep-learning landmark-detection machine-learning object-detection pet-face-classification tensorflow

Last synced: 17 May 2026

https://github.com/mathemage/kaggle

a repository for Kaggle competitions and tutorials

data-science deep-learning kaggle keras machine-learning pytorch tensorflow

Last synced: 09 Apr 2026

https://github.com/yasolg/ml-bootcamp

⚡ Master machine learning in 10 days with this interactive, open-source bootcamp. Learn Python basics to production ML at no cost.

chatgpt crewai data-science deep-learning jose-portilla langchain langgraph large-language-models llama matplotlib-pyplot mlops ollama python satellite-imagery scikit-learn tensorflow tensorflow2 udemy-course-project

Last synced: 15 Apr 2026

https://github.com/piyushamukherjee/fuxi

– A Cascade Machine Learning Forecasting System for 15-Day Global Weather Prediction

ml numpy pandas tensorflow weather-forecast

Last synced: 13 Apr 2026

https://github.com/sabin74/image_classification_cifar10

This project demonstrates how to build a deep learning image classifier using the CIFAR-10 dataset. Two approaches are implemented: A custom Convolutional Neural Network (CNN) & A transfer learning model using VGG16

batch-normalization cifar-10-dataset cnn-a data-augmentation evaluation image-classification tensorflow transfer-learning vgg16-tensorflow

Last synced: 23 Aug 2025

https://github.com/ifte-13/cnn-emotion-classification

Emotion Classification with Convolutional Neural Networks

cv2 keras matplotlib seaborn tensorflow

Last synced: 08 May 2026

https://github.com/shivam-dhir/classifying-covid-19

Covid Detection with CT Scans is a Python project that uses Convolutional Neural Networks (CNNs) built with TensorFlow and Keras to detect Covid-19 from chest X-ray images. It employs OpenCV for image processing and features a simple interface using Streamlit for uploading and analyzing scans.

cnn opencv python streamlit tensorflow

Last synced: 14 Apr 2026

https://github.com/oscmansan/tensorflow-rnn

Recurrent Neural Networks in TensorFlow

rnn tensorflow

Last synced: 29 Apr 2026

https://github.com/saharstudios/lungcancerclassification

This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.

ai-in-healthcare-and-biology biomedical-ai cancer-classification histopathology image-classification lidc-dataset lung-cancer-classification lung-cancer-detection machine-learning medical-imaging neural-networks pyradiomics streamlit tensorflow

Last synced: 01 Jul 2025

https://github.com/xlabs-cloud/xlabs-sign-language-ai

A real-time Sign Language Detection application built with Python, OpenCV, and TensorFlow. This project uses computer vision and a custom-trained Convolutional Neural Network (CNN) to recognize and interpret hand gestures from a live webcam feed.

computer-vision deep-learning gesture-recognition hand-tracking keras machine-learning mediapipe opencv python real-time-detection sign-language-recognition tensorflow

Last synced: 10 Apr 2026

https://github.com/k4u5h4l/toxi-meter

A web app which detects if a user on reddit has posted a toxic comment or not!

django django-rest-framework javascript jupyter-notebook keras-tensorflow nlp-machine-learning python react sentiment-analysis tensorflow

Last synced: 14 Apr 2026

https://github.com/themihirmathur/kiddis

This project leverages deep learning for the classification of kidney disease using a combination of MLflow and DVC for experiment tracking, versioning, and orchestration.

aws-ec2 aws-s3 ci-cd-pipeline docker dvc-pipeline keras mlflow mlops python tensorflow

Last synced: 10 Apr 2026

https://github.com/kiapanahi/handson-machine-learning-book-playground

Sample codes and practices around the book "Hands-On Machine Learning with Scikit-Learn and TensorFlow"

machine-learning python scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/gatewayd-io/gatewayd-plugin-sql-ids-ips

GatewayD plugin for SQL injection detection and prevention.

deep-learning gatewayd ids ips libinjection plugin postgresql sql-injection tensorflow waf

Last synced: 22 Feb 2026

https://github.com/bhaskrr/megazine-subscription-sentiment-analyzer

This is the repository for the files required to host the developed model for sentiment analysis of amazon megazine subscriptions data

deep-learning natural-language-processing sentiment-analysis streamlit tensorflow

Last synced: 03 Jan 2026

https://github.com/kenansh/food-recognition-and-nutrition-facts-estimation-v2

This repository contains the code and data for a multi-task deep learning project that aims to recognize food ingredients from images and estimate their calorie content. The project utilizes a combination of image recognition techniques and natural language processing to analyze food images and extract relevant information.

calorie-estimation food food-analysis food-recognition multi-task-learning nutrition python tensorflow

Last synced: 05 Apr 2025

https://github.com/rezapace/machine-learning-sound-detection

Welcome to the Machine Learning Detection Sound project! This project harnesses the power of machine learning to analyze car sounds, enabling the detection of vehicles based on their audio signatures.

colab-notebook googlecolab jupyter-notebook machine-learning numpy pathlib python python3 sound source tensorflow voice voice-recognition

Last synced: 09 Apr 2026

https://github.com/piyushjimiwal/heart_disease_prediction

A Neural Network-based heart disease prediction model using TensorFlow and Scikit-learn

classification healthcare heart-disease keras machine-learning neural-network python student-project tensorflow

Last synced: 29 Apr 2026

https://github.com/mrmalik2512/catsvsdog.github.io

A CNN model integrated with flask backend the project is trained on image data of dogs and cats and integrated with a website predicts the given image is dog or a cat

deep-learning numpy python scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/sourasishbasu/digit-classifier

Simple ML app using Gradio and Tensorflow to identify handwritten digits

gradio mnist mnist-handwriting-recognition python tensorflow

Last synced: 09 Apr 2026

https://github.com/axelsgit/fashion-recommender

This project builds a hybrid and visual recommender system for (luxury) fashion products, simulating a real-world e-commerce scenario (e.g., Zalando, Farfetch, Fashion Nova). It integrates visual filtering, collaborative filtering, content-based filtering, and hybrid models, enriched with user metadata and interaction recency.

deepfashion fashion fastapi numpy pandas python resnet-50 sklearn streamlit tensorflow ui-design

Last synced: 07 Apr 2026

https://github.com/baselakasha/ai-simulated-battlefield

Web-based simulation to compare different agents control strategies

intelligent-agents javascript phaser reinforcement-learning simulation tensorflow

Last synced: 09 Apr 2026

https://github.com/imvision12/tweets-classification-nlp

Tweets classification using naive-bayes, LSTM, GRU, Pre-trained embeddings, tensorflow decision forest

keras lstm navie-bayes-algorithm tensorflow tensorflow-decision-forests

Last synced: 15 Apr 2026

https://github.com/marcusngooi/nurse-patient-tracker-be

The graphql API for a web app for nurses to access information entered by patients, send/receive messages, and leverage AI to diagnose medical conditions

expressjs graphql mongodb nodejs tensorflow

Last synced: 09 Apr 2026

https://github.com/dimits-ts/text_analytics

Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting

baseline-model bert cnn fasttext-embeddings language-modeling llm mlp-classifier pos-tagging prompting pytorch rnn sentiment-analysis sklearn spell-correction tensorflow text-generation transformers transformers-library

Last synced: 09 Apr 2026

https://github.com/0hmx/figuro

contains 3 projects *remove-background *calendar and figuro.in

backend frontend react tailwidcss tensorflow

Last synced: 14 Apr 2026

https://github.com/comhendrik/trafficsign_recognizer

This project involves developing a Traffic Sign Detection and Recognition system using a deep learning model built with Keras. Its goal is interpreting traffic signs in real-time.

computer-vision keras machine-learning opencv-python python sequential-model tensorflow

Last synced: 09 Apr 2026

https://github.com/chandansoren/industrial-defect-detection

This project implements a deep learning model to automatically detect defects in industrial equipment through image classification. The model classifies equipment images into 'defective' and 'non-defective' categories.

cnn-model keras-tensorflow object-detection python tensorflow

Last synced: 06 May 2026

https://github.com/zvyn/yatt

My resullt of following the tutorial at https://www.tensorflow.org/tutorials/mnist/beginners/.

mnist-classification tensorflow tutorial

Last synced: 29 Mar 2025

https://github.com/seasonleague/nutrientional_diet

A predictive modelling for nutritional diet

prediction predictive-modeling tensorflow

Last synced: 18 May 2026

https://github.com/pradeep31747/smartsuggest-personalized_product_recommendations

This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.

jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode

Last synced: 28 Jan 2026

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/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/handekilinc/cifar100-ile-derin-ogrenme-ve-cnn-tabanli-gorsel-siniflandirma

Deep Learning model for predicting image classification using CIFAR 100 dataset.

cifar100 cnn-classification tensorflow

Last synced: 18 May 2026

https://github.com/abhixsh/leafguard

Leaf Algae Detection is a mobile application designed to help users identify plant diseases, specifically algae infections, using artificial intelligence. The app leverages machine learning models trained with Google’s Teachable Machine and TensorFlow to recognize various plant health issues through leaf images.

flutter googleai tensorflow

Last synced: 06 Jul 2026

https://github.com/martinkersner/autoencoder-meetup

Presentation about Autoencoders for Seoul AI Meetup on July 8, 2017.

autoencoder sparse-autoencoders tensorflow variational-autoencoders

Last synced: 29 Apr 2026

https://github.com/haimanm3/aws-deepracer-autonomous-racing-model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

aws-infrastructure deep-learning deployment hyperparameter-tuning machine-learning ppo-algorithm python scalable tensorflow training

Last synced: 13 May 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/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/cluebbers/nlp_deeplearning_spring2023

Implementing and fine-tuning BERT for sentiment analysis, paraphrase detection, and semantic textual similarity tasks. Includes code, data, and detailed results.

adamw-optimizer bert deep-learning natural-language-processing paraphrase-detection python pytorch semantic-similarity sentiment-analysis sophia tensorflow transformers

Last synced: 07 May 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/lavkush-patel9/mnist_dataset_handwritten_digit_classifier_project-lavkush_patel

This is the Ai/ML Project Repo. here using MNIST DATASET from Keras, Tensorflow and recognise hand written digit

keras machine-learning numpy python3 tensorflow

Last synced: 29 Apr 2026

https://github.com/ArtZaragozaGitHub/NN--P4_Predicting_Customers_Likely_to_Abandon_Bank_Services

Analyze the customer data, build a neural network to help the operations team identify the customers that are more likely to churn, and provide recommendations on how to retain such customers

eda keras-classification-models matplotlib-library nn numpy-library pandas-library regularization-methods seaborn-library tensorflow

Last synced: 03 Feb 2026

https://github.com/barbarpotato/tensorflow-data-and-deployment

learn how to get your machine learning models into the hands of real people on all kinds of devices. Such as Browsers model and Mobile Model.

deep-learning deployment tensorflow tensorflow-js tensorflow-lite

Last synced: 13 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/unused-dev/tfc-tensorflow-intro

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

course deep-learning maching-learning tensorflow

Last synced: 28 Jan 2026

https://github.com/abhisek-13/handwritten_digit_classifier

This repository contains a CNN model for handwritten digit recognition with 98% accuracy. Implemented in a Jupyter Notebook, the code is easy to understand, modify, and use for further development, including creating your webpage.

cnn deep-learning kaggle keras mnist-dataset pandas python tensorflow

Last synced: 15 Apr 2026

https://github.com/rijoslal/braintumordetection_mlops

FastAPI-based Brain Tumor Detection system following MLOps principles, enabling efficient model deployment, automated data handling, and seamless API integration for real-time predictions

dagshub dvc fastapi mlflow-tracking-server mlops tensorflow vision-transformer

Last synced: 24 Jan 2026

https://github.com/faseeha-fz/stock-sense

A machine learning-based solution for predicting stock market prices using multiple models—including an LSTM approach—allowing users to select stocks from yfinance and analyze trends through a Streamlit interface.

data-science lstm machine-learning python streamlit tensorflow

Last synced: 15 Apr 2026

https://github.com/keshav479/realtime_emotion_detection

The real-time emotion detection system built using TensorFlow and Convolutional Neural Networks (CNN). The model was trained on a dataset of images to classify human emotions and achieves an accuracy of 56%. It processes live video feeds to dynamically detect and categorise facial expressions in real time

convolutional-neural-networks jupyter-notebook kaggle python tensorflow

Last synced: 28 Jan 2026

https://github.com/tobecrazy/raspberrymaterial

AndroidThingsMaterial

android opencv tensorflow

Last synced: 29 Apr 2026

https://github.com/manuelblancovalentin/tensorplot

Tired of old-school boring default tensorflow/keras model architecture plots? Give this code a try! Nice, fresh, super-cool, colorful plots for your keras models (works with any wrapper also!).

artificial deep gpu intelligence keras learning machine model plot pytorch tensorboard tensorflow

Last synced: 06 Feb 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/royanikseresht/sentimentanalysis

A web application that analyzes the sentiment of user-provided text (positive, negative, or neutral) and displays the result with a confidence score. The app features a dark mode toggle, an About Me modal, and prevents text selection and right-click.

cors css flask html javascript python tensorflow

Last synced: 09 Apr 2026

https://github.com/alphan26/urban-sound-classification

This is a project in which we classified the sound imageries of different kinds of imageries using CNN architecture. This project is done with my two teammates, Serkan Polat and Arda Dumanoğlu throughout the bootcamp which is Global AI Hub.

cnn keras python tensorflow

Last synced: 29 Apr 2026

https://github.com/minhosong88/cnns_food_classification

This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.

adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow

Last synced: 29 Jan 2026

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/st235/hse.cvformobiledevices.facialprocessing

Detects and extracts faces from the images from your gallery 👱‍♂️

android android-compose celeba-dataset kotlin kotlin-coroutines tensorflow tflite

Last synced: 29 Apr 2026

https://github.com/bangaji313/recommender-system-movielens

Proyek Sistem Rekomendasi Film dengan Content-Based & Collaborative Filtering. Submission untuk modul Machine Learning Terapan di Coding Camp 2025.

collaborative-filtering content-based-filtering data-science deep-learning dicoding jupyter-notebook keras movie-recommendation movielens pandas python recommender-system scikit-learn tensorflow

Last synced: 15 Apr 2026

https://github.com/joeweiss/birdnetlib-listener-device

A docker-based Django application utilizing birdnetlib

birdnet birdsong django tensorflow

Last synced: 25 Feb 2026

https://github.com/laiiihz/guide-to-install-tensorflow-with-nvidia-docker

install tensorflow with GPU support :arrow_double_down:

docker gpu-tensorflow tensorflow

Last synced: 15 Apr 2026

https://github.com/addsarah/system-recommendation

Applied Machine Learning Expert Dicoding, last update May 2025

kaggle machine-learning python system-recommender system-recommentations tensorflow

Last synced: 06 Feb 2026

https://github.com/aravindvnair99/tfjs-issue-5017

MCVE for Unexpected token 'export' and "This Node instance does not support builds for N-API version 8"

mcve tensorflow tensorflowjs

Last synced: 07 Feb 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