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/adrianmarino/wide-and-deep-example

wide & deep - features columns - auto ml

deep-learning keras-tunner python tensorflow

Last synced: 11 May 2026

https://github.com/amaanwanie/cnnbrainscan

Convolutional Neural Networks to analyze MRI or CT scans

brain-imaging brain-tumor-classification cnn-keras deep-learning neural-network tensorflow

Last synced: 19 May 2026

https://github.com/matinhosseinianfard/fault-tolerant-systems-design-project

A replication of "Enhancing Battery Thermal Management With Virtual Temperature Sensor Using Hybrid CNN-LSTM"

cnn deep-learning esp32-s3 lstm machine-learning quantization regression tensorflow

Last synced: 19 May 2026

https://github.com/andrehrferreira/node-tfjs-image-classifier

Study project to create data set for Tensorflow using Node.js

javascript tensorflow

Last synced: 29 Mar 2025

https://github.com/naruto-o/next_word_prediction

build a neural network machine learning model that predicts the next word of a given text sequence. We also use this model, to generate text.

lstm next-word-prediction rnn tensorflow

Last synced: 19 May 2026

https://github.com/jazib-2004/face-mask-detection-using-cnns

Face mask detection can be very useful in environments like hospital emergency rooms or ICUs where wearing mask is mandatory. It can also help in pandemics like COVID where such models can detect if a person is wearing a mask or not. In this project, I used a Convolutional Nueral Network architecture to train a face mask detection algorithm based.

convolutional-neural-networks keras object-detection python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/ramesh-x/mnist-cnn

CNN with Inception modules for MNIST classifier

cnn inception-module mnist-classification python tensorflow

Last synced: 29 Apr 2026

https://github.com/kazuhito00/tensorflow-similarity-mnist-sample

TensorFlow Similarity を用いてMNISTで距離学習を実施するサンプルです。

metric-learning mnist tensorflow tensorflow-similarity

Last synced: 20 May 2026

https://github.com/marielachirinosr/fruits-image-recognition

This project is a deep learning-based image classification model designed to identify various types of fruits.

machine-learning machine-learning-algorithms python tensorflow

Last synced: 04 May 2026

https://github.com/somjit101/music-generation-lstm

A simple application of an LSTM Network to generate original Folk-style music which are aesthetically pleasing for the listener.

abc-notation char-rnn checkpoints deep-learning karpathy keras-tensorflow lstm many-to-many music music-generation tensorflow time-distributed-lstms

Last synced: 20 May 2026

https://github.com/vbhavank/challenge_question2_catdog_vasu

This is a project for a CatvsDog classifier using a very limited number of samples

catvsdog-classifier computer-vision deep-learning machine-learning python tensorflow

Last synced: 09 May 2026

https://github.com/sanaz-all/spam-message-classifier

SMS Spam Classifier using Neural Networks

ai keras neural-network perseptron python sklearn tensorflow

Last synced: 05 May 2026

https://github.com/annygutierrez/ai-chatbot-python

Deep learning chatbot: Chatbot model to make predictions and chat back and forth with our user.

nltk numpy tensorflow tflearn

Last synced: 06 May 2026

https://github.com/nikhilroxtomar/gradcam-in-tensorflow

A simple implementation of GradCAM (Gradient-weighted Class Activation Mapping) using TensorFlow and OpenCV.

gradcam gradcam-heatmap gradcam-visualization tensorflow

Last synced: 20 May 2026

https://github.com/redinfinitypro/redditbot

Rating: (7/10) This script collects, preprocesses, trains models, processes images, and handles files, handling data from Reddit, image processing, and file handling.

autocorrect bytesio concurrent nltk numpy openpyxl pandas pil praw random re requests secrets sklearn string tensorflow time urllib

Last synced: 08 Apr 2026

https://github.com/emogooo/dermanet

Developing a CNN-based model to diagnose skin cancer using the ISIC-2019 dataset.

cnn isic isic-2019 isic-challenge keras tensorflow

Last synced: 15 Jun 2025

https://github.com/raframzs/tensorflow-apps

A set of notebooks oriented to deep learning and artificial intelligence with Tensorflow, neural network studies, transfer learning, reinforcement learning, data validation with tensorflow_data_validation and tensorflow_transform and the linking of models with the client through tensorflow serving

cnn cnn-classification data-science data-validation tensorflow tensorflow-models

Last synced: 07 Mar 2026

https://github.com/khaymanii/mnist-digits-classification-model

This model was built using Python and Tensorflow

python tensorflow

Last synced: 21 May 2026

https://github.com/derak-isaack/text_classifier

Streamlit application deployment to classify text as ham or spasm

keras-tensorflow nlp streamlit tensorflow

Last synced: 02 Jan 2026

https://github.com/snehilsanyal/federated-recipes

🌻🌐 A repository that contains Federated Learning Recipes.

federated-learning fedml flower pysyft recipes syft tensorflow torch

Last synced: 02 Jan 2026

https://github.com/keneandita/smart-machine-health-monitor--smhm-

SMHM is a simplified yet impactful project that uses traditional machine learning and deep learning techniques for predictive maintenance. It focuses on identifying early signs of machine failure using sensor data to reduce downtime and maintenance costs in industrial settings.

midrange ml python tensorflow

Last synced: 18 Jun 2025

https://github.com/kjunichi/classify_imagegui

GUI for clasify_image.py(tensorflow)

electron image-classification linux macos tensorflow windows

Last synced: 15 Apr 2026

https://github.com/dragonscypher/prompty

Tool for generating smart and secure prompts for language models!

autotokenizer bert-model cuda google-t5 llm python3 tensorflow threading

Last synced: 02 Jan 2026

https://github.com/rakibhhridoy/natural-language-processing-steps

Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it.

classification embedded embedding-models feed keras natural-language-processing nlp python sentence sequence tensorflow text-analysis text-classification text-processing

Last synced: 06 May 2026

https://github.com/anik120/pl-image_classification

A simple ChRIS plugin to classify images.

image-classification machine-learning opensource tensorflow

Last synced: 24 Apr 2026

https://github.com/davityak03/sentence-paraphraser-checker-using-transformers

This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.

keras nlp nltk numpy python tensorflow tokenizer transformers

Last synced: 02 Jan 2026

https://github.com/karanvishwakarma-1807/face-mask-detection

Real-time face mask detection using TensorFlow and OpenCV — train a CNN model to classify mask/no mask and deploy with OpenCV video stream.

computer-vision deep-learning face-mask-detection image-classification object-detection opencv public-safety python tensorflow

Last synced: 04 May 2026

https://github.com/giolaq/carnd-traffic-sign-classifier-project

Udacity Self Driving Car Traffic Sign Classifier Project

tensorflow traffic-signs udacity

Last synced: 07 Apr 2025

https://github.com/asirwad/irisflowerclassifier-dnnclassifier

🌺 🌸This project uses TensorFlow's DNNClassifier to classify the famous Iris flower dataset 🌼. Train a deep neural network 🧠 to distinguish between different species and explore the beauty of machine learning 🌿🌺🌼

data-science keras-classification-models machine-learning pandas tensorflow

Last synced: 12 Apr 2026

https://github.com/0xHericles/posenet-experiments

Simple PoseNet experiments using TensorFlow.js

experiment pose-estimation posenet tensorflow

Last synced: 24 Mar 2025

https://github.com/andrewsy1004/mask-detection

Mask detection system capable of identifying individuals with or without masks

kaggle keras python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/lnstadrum/sigmoid_like_tf_op

A TensorFlow C++ extension implementing a piecewise-linear approximation of sigmoid activation function used in Beatmup.

beatmup sigmoid-activation tensorflow tensorflow-op

Last synced: 05 May 2026

https://github.com/abovestars/python-tensorflow

Lesson files for data analysis with Python-Tensorflow

deep-learning machine-learning neural-network tensorflow tensorflow-tutorials

Last synced: 05 Feb 2026

https://github.com/egiiputra/corn-stem-disease-classification

Image classification using CNN with various architectures and optimizers

cnn deep-learning image-classification machine-learning tensorflow

Last synced: 19 May 2026

https://github.com/noxs1d/cv-emotion-classification

This project is a deep learning-based system for detecting human emotions from facial images using TensorFlow, OpenCV, and NumPy.

cnn cnn-classification dockerfile keras numpy opencv tensorflow transfer-learning

Last synced: 09 Apr 2026

https://github.com/allanotieno254/loan-approval-prediction

This project predicts whether a loan application will be approved or rejected based on various applicant details.

binary-classification data-preprocessing deep-learning evaluation-metrics feature-engineering normalization tensorflow

Last synced: 18 May 2026

https://github.com/nathadriele/transaction_fraud_prevention_pipeline

Uma solução de detecção e prevenção de fraudes em transações financeiras, combinando Machine Learning, regras de negócio e análises estatísticas avançadas. O sistema oferece um dashboard interativo para monitoramento em tempo real, análise de dados e gestão de alertas de fraude.

data-analysis data-visualization docker fraud-prevention machine-learning matplotlib numpy pandas pipeline pytest python scikit-learn scipy seaborn streamlit tensorflow transaction xgboost

Last synced: 10 Apr 2026

https://github.com/astrocoding/model-ai-bird-classification-tflite

This repository provides a TensorFlow Lite (TFLite) model for bird classification, leveraging MobileNet V2 for efficient and accurate predictions. MobileNet V2 is known for its lightweight architecture, which makes it ideal for on-device inference, allowing the model to perform real-time classification on mobile and edge devices.

deep-learning image-classification machine-learning mobilenetv2 python tensorflow tensorflow-lite

Last synced: 01 May 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/klima7/numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

cnn convolution network nn numpy scratch tensorflow

Last synced: 24 Sep 2025

https://github.com/ashar97/advanced-machine-learning

Advanced Machine Learning MOOC Specialisation Assignments

keras numpy python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/tux-o-matic/banana

Keras/TensorFlow demo

keras object-detection opencv tensorflow

Last synced: 09 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/ahujatejas06/cloudphysician-solution

Our solution for CloudPhysician Mid Prep PS Inter-IIT Tech Meet 11.0

cnn interiit-techmeet machine-learning tensorflow yolo yolov5

Last synced: 09 Apr 2026

https://github.com/L-Gre/TradeFX-AI

A Python-based project exploring algorithmic trading strategies, including backtesting, real-time data integration, and predictive modeling with TensorFlow and Keras. Key topics include technical indicators, risk management, and leveraging AWS and broker APIs for automated trading.

algorithmic-trading aws backtesting broker-api keras machine-learning matplotlib numpy pandas portfolio-optimisation python real-time-data-integration risk-management technical-indicators tensorflow

Last synced: 26 Sep 2025

https://github.com/zaibten/helmet-detection-using-machine-learning-deep-learning

This project focuses on a real-time Helmet Detection System to ensure road safety by identifying riders who are not wearing helmets. Integrated with a Flutter application, it provides an automated system for issuing challans (e-tickets) and capturing images of the rider and their number plate for record-keeping.

dataset flutter googlecolab jupyter-notebook machine-learning mobile-app model-training opencv python realtime-detection tensorflow yolov8

Last synced: 09 Apr 2026

https://github.com/hakanozger/handwritten-digit-recognizer

A deep learning-based handwritten digit classification system using Flask (backend) and React (frontend). The model is trained on the MNIST dataset with CNN and data augmentation for improved accuracy.

ai deep-learning docker docker-compose flask image-classification machine-learning python tensorflow

Last synced: 09 Apr 2026

https://github.com/thavinduushan/linear-regression

A linear regression model to predict premium price of an insurance. The dataset includes around 1,000 observations. The project, aimed at learning, was implemented in Jupyter notebooks using NumPy, Matplotlib, Pandas, Keras, and TensorFlow.

matplotlib numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/bhuvan2018/enhancing_image_clarity_denoising_autoencoder

A lightweight Flask web application that performs real-time face image deblurring using a custom CBAM-enhanced U-Net model served via TensorFlow. It includes intelligent image enhancement, PSNR/SSIM/MAE/MSE metrics, and a clean UI to visualize deblurred results. Optimized for both mobile & desktop images, by restoring image clarity.

daisyui docker flask lenis python tensorflow threejs

Last synced: 09 Apr 2026

https://github.com/sudip-13/plant-disease-detection

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

cloudinary css docker jwt-token keras matplotlib-pyplot mongodb nodejs numpy reactjs tensorflow tensorflow-serving

Last synced: 09 Apr 2026

https://github.com/zakirangwala/emotion-classifier

The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.

artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow

Last synced: 30 Sep 2025

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

The final project of AI50xIraq course is found in the commit on 21-3-2023

cancer-detection cnn dataset inceptionv3 matplotlib numpy opencv tensorboard tensorflow tensorflow-tutorials transfer-learning

Last synced: 11 Feb 2026

https://github.com/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow

Last synced: 09 Apr 2026

https://github.com/ibrar-syed/complete_deep-learning-nvidia_gpu-setup-linux

Full setup for a deep learning environment on Ubuntu Linux with CUDA, cuDNN, TensorRT, and TensorFlow GPU. Includes scripts, test code, and environment configuration

ai bash conda cuda cudnn deep-learning environment-setup gcc gpu jupyter linux machine-learning nvidia-cuda nvidia-gpu pytorch setup-script tensorflow tensorrt

Last synced: 09 Apr 2026

https://github.com/michelecortiana/digitml

This school project uses Machine Learning 🤖 to recognize digits and letters with an advanced algorithm. It includes a Java servlet ☕ for the backend, a PHP web app 🌐 for the UI, an Android app 📱 for mobile access, and a Python server 🐍 (Flask + TensorFlow) for image processing. 🚀

androidstudio apachenetbeans flask java machine-learning php servlet tensorflow

Last synced: 09 Apr 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/mjsandagi/libra-justitiae

A predictive machine learning model that recommends prosecution sentences based on criminal data.

keras machine-learning tensorflow

Last synced: 09 Apr 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/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/saravanabalagi/keras_tensorboard_starter

Starter project for Keras with Tensorboard logging

keras tensorboard tensorflow tensorflow2

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/kienpc1234/kientf_object_detection

KienTF Object Detection is an improved version of the original object_detection repository, addressing various issues and enhancing stability. This project aims to fix bugs, optimize performance, and ensure better compatibility for real-world object detection tasks.

kientf machine-learning object-detection opencv pakage pip python python3 tensorflow tensorflow-lite tensorflow2

Last synced: 13 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/rudrakshmohanty/eeg-based-emotion-classification-using-hybrid-gru-cnn-model

A deep learning model using a hybrid GRU-CNN architecture to classify human emotions (Positive, Negative, Neutral) from EEG brainwave data.

brain-computer-interface cnn-gru deep-learning eeg emotion-classification keras machine-learning neuroscience python tensorflow

Last synced: 09 Apr 2026

https://github.com/zahedi99/house-prices-advanced-regression

Kaggle House Prices – Advanced Regression Techniques. Experiments with Ridge, Neural Nets. using keras_Tensrflow

house-price-prediction kaggle keras regression ridge-regression sklearn tensorflow

Last synced: 10 Apr 2026

https://github.com/nafis2508/group-project--busa8000-luminatech-lighting

This project, part of Macquarie University's BUSA8000 course, involves data cleaning, exploratory analysis, and predictive modeling for LuminaTech Lighting, AUS. By analyzing sales, customer demographics, and product inventory data, we uncover insights to inform business decisions in sales strategy, customer retention, and operational efficiency

business-strategy-optimization customer-churn-prediction datacleaning exploratory-data-analysis predictive-modeling python-programming regression-analysis statistical-tests tensorflow visualization

Last synced: 18 May 2026

https://github.com/ahmedabdalkreem/covid-19

In this project we build complete project conatin tree part first part build deep leanring model using CNN second part build simple mobile app using Flutter and the last part is to connect mobile app with model using Flask API.

cnn dart deep-learning flask-api flutter matplotlib mobile-app numpy pandas python tensorflow

Last synced: 10 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/leegeunhyeok/tensorflow-example

TensorFlow 로 구현한 예제 프로그램 소스입니다

tensorflow

Last synced: 24 Aug 2025

https://github.com/bogumilo/house-prices-xgboost

House prices dataset exploration and prediction. Workflow includes useful examples of Tensorflow pipelines including k-Nearest Neighbors imputer, Decision Tree Regression and XGBoost Regression

column-transformer data-pipeline data-transformation decision-tree-regression decision-trees feature-engineering feature-scaling gridsearchcv house-price-prediction house-prices-competition kaggle-competition knnimputer machine-learning ohe python tensorflow tensorflow-tutorial xgboost xgboost-regression

Last synced: 13 Feb 2026

https://github.com/mays-m/deeplearning

In deep learning, with the help of data and training, neural networks are created and trained, which create better predictions than before with the help of neural networks.

anaconda artificial-intelligence conda-environment matplotlib neural-networks numpy pandas python3 tensorflow tensorflow-gpu transortfow-

Last synced: 11 Apr 2026

https://github.com/vrush9840/emotion-detection-from-tweets-using-dl

Emotion detection from tweets using Deep Learning (LSTM & BERT) to classify emotions such as Positive, Negative, Neutral, and Irrelevant with emoji recommendations.

glove-embeddings lstm matplotlib nltk numpy pandas python seaborn shap tensorflow

Last synced: 10 Apr 2026

https://github.com/roshan-raj/image-reconstruction-dcgan

Image Reconstruction using Convolution Neural Network

colaboratory kaggle python3 tensorflow

Last synced: 10 Apr 2026

https://github.com/nafis2508/Group-Project--BUSA8000-LuminaTech-Lighting

This project, part of Macquarie University's BUSA8000 course, involves data cleaning, exploratory analysis, and predictive modeling for LuminaTech Lighting, AUS. By analyzing sales, customer demographics, and product inventory data, we uncover insights to inform business decisions in sales strategy, customer retention, and operational efficiency

business-strategy-optimization customer-churn-prediction datacleaning exploratory-data-analysis predictive-modeling python-programming regression-analysis statistical-tests tensorflow visualization

Last synced: 04 Apr 2025

https://github.com/andreie91/merge-conflict-detector

Welcome to the Merge Conflict Detector repository! This machine learning project was designed to detect merge conflicts based on a long list of input features, such as file modifications or pull requests performed by the user.

ai jupyter-notebook machine-learning matplotlib python sklearn tensorflow

Last synced: 10 Apr 2026