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/murufeng/deep_learning_tensorflow

简单的tensorflow框架知识,softmax分类器,手写数字识别,线性回归,验证码生成与识别

deep-learning tensorflow

Last synced: 26 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/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/adityajn105/move37

Move37 is a Reinforcement Learning Course by Siraj Raval's The School of AI. This repository is to maintain all codes done during this course.

markov-decision-processes reinforcement-learning tensorflow

Last synced: 15 Apr 2026

https://github.com/elysian01/exercise-and-yoga-tracker-android-app

Yoga-Tracker classifies various yoga poses performed in front of the mobile camera.

android-application java mobilenet teachable-machine tensorflow yoga-pose-classification

Last synced: 15 Apr 2026

https://github.com/mayurjadhav2002/potato-disease-classification-app

Potato Disease Classification Using CNN and Tensorflow

cnn jupyter-notebook python tensorflow

Last synced: 13 Apr 2026

https://github.com/ejw-data/ml-myopia

A variety of machine learning techniques used to identify nearsighted patients

cross-validation gridsearchcv imbalanced-classification kmeans knn machine-learning pca pipeline python random-forest scikit-learn svc tensorflow tsne

Last synced: 11 Jul 2025

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/anhtuan284/mediscan

A R&D project about apply LCDP and Computer Vision in building medical disease segmentation system

appsmith computer-vision densenet121 lcdp strapi-cms tensorflow yolo

Last synced: 29 Apr 2026

https://github.com/prasundas99/real-time-face-detection

Real Time Face and Emotion Detector using Face api js

face-api-js face-recognition tensorflow

Last synced: 27 Apr 2026

https://github.com/fpaskali/trus-segmentation

Python workflow for automatic prostate segmentation in transrectal ultrasound 3d images by using deep learning v-net model.

3d deep-learning image-processing keras python segmentation tensorflow

Last synced: 20 Apr 2026

https://github.com/0xdaksh/employeechurn

A Deep Neural Network that can Classify Employee Churn with ~97% Accuracy

algorithm artificial-neural-networks classifier deep-learning deep-neural-networks keras machine-learning tensorflow

Last synced: 14 Sep 2025

https://github.com/abhirockzz/fn-hello-tensorflow

Image classification as a serverless Function using TensorFlow

faas fnproject image-classification machine-learning orafunc-la serverless tensorflow

Last synced: 09 Apr 2025

https://github.com/solanovisitor/foreml

A Python package for time series forecasting using Tensorflow and Keras

deep-learning keras lstm machine-learning pandas poetry python scikit-learn tensorflow

Last synced: 02 Apr 2026

https://github.com/mayuanyang/doggy

An AI model to classify dog's actions

keras tensorflow

Last synced: 13 Apr 2026

https://github.com/d-roberts/lq-backprop

TensorFlow implementation of differentiable LQ matrix decomposition for all matrix orders.

autodiff computer-vision linear-algebra normalization orthogonality tensorflow

Last synced: 29 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/shervinnd/blood-donor-availability-predictor

A deep learning model to predict blood donor availability using TensorFlow and sklearn. Features data preprocessing, neural network training, and ROC curve visualization. Achieve high accuracy in predicting donor status! 🩺💉

binary-classification blood-donation blood-donor-prediction data-preprocessing deep-learning healthcare-ai machine-learning medical-data-analysis neural-network predictive-modeling python roc-curve scikit-learn tensorflow

Last synced: 11 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/iamtodor/tensorflow_object_detection_create_coco_tfrecord

Convert coco dataset to tfrecord for the tensorflow detection API.

coco-dataset cocodataset object-detection tensorflow tfrecord

Last synced: 27 Oct 2025

https://github.com/justanhduc/fucos-tensorflow

an implementation of fucos on tensorflow

deep-learning machine-learning python3 tensorflow

Last synced: 01 May 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/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/utsanjan/traffic-prediction-model

Traffic prediction model built with python using Machine learning and Image processing

anaconda image-processing ipynb jupyter-notebook machine-learning matplotlib numpy pip python python3 tensorflow traffic-prediction

Last synced: 13 Jul 2025

https://github.com/wjayesh/ffdnet

Implementation of FFDNet as described in the paper FFDNet: Towrd a Fast and Flexile Solution for CNN based Image Denoising, in Python using Tensorflow.

machine-learning 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/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/prankshaw/ml-applications

A wide collection of various Machine learning applications including sentiment analysis, handwriting classification, recommendation engine and many more!!!!

classification fiters google-api handwritten-digit-recognition image image-manipulation machine-learning prediction recommendation-system sentiment-analysis tensorflow

Last synced: 28 Apr 2026

https://github.com/davidyslu/NumberPlateRecognition

Recognize the number plate using TensorFlow in Python

cnn-model python recognition tensorflow

Last synced: 29 Aug 2025

https://github.com/starling-lab/rrbm-tensorflow

TensorFlow implementation of "Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach"

bolzmann-machines machine-learning-algorithms tensorflow

Last synced: 30 Apr 2026

https://github.com/real-veersandhu/waste-classification

A waste classification system built with transfer learning (ResNet50)

deep-learning image-classification tensorflow

Last synced: 28 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/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/gosha20777/neuroexploit

A self-learning neural network for automatic pentest

keras pentest python self-learning tensorflow

Last synced: 13 Apr 2026

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/sachintha-samarathunga/kidney-stones-detection-system

The "kidney-stones-Detector" is an advanced system delivering precise detection and classification of kidney conditions including stones, cysts, tumors, and normal states from medical imaging data. With an impressive accuracy of 98.87%, this machine learning-powered models offer reliable insights for medical professionals.

cnn-classification image-processing keras machine-learning meterial-ui metplotlib opencv python reactjs tensorflow uvicorn

Last synced: 28 Feb 2026

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

TensorFlow extension library

deep-learning python tensorflow

Last synced: 14 Feb 2026

https://github.com/camara94/object-localization-tensorflow

Welcome to this 2 hour long guided project on creating and training an Object Localization model with TensorFlow. In this guided project, we are going to use TensorFlow's Keras API to create a convolutional neural network which will be trained to classify as well as localize emojis in images. Localization, in this context, means the position of the emojis in the images. This means that the network will have one input and two outputs. Think of this task as a simpler version of Object Detection. In Object Detection, we might have multiple objects in the input images, and an object detection model predicts the classes as well as bounding boxes for all of those objects. In Object Localization, we are working with the assumption that there is just one object in any given image, and our CNN model will classify and localize that object. Please note that you will need prior programming experience in Python. You will also need familiarity with TensorFlow. This is a practical, hands on guided project for learners who already have theoretical understanding of Neural Networks, Convolutional Neural Networks, and optimization algorithms like Gradient Descent but want to understand how to use use TensorFlow to solve computer vision tasks like Object Localization.

cnn-keras deep-learning machine-learning machine-learning-algorithms tensorflow

Last synced: 30 Apr 2026

https://github.com/wdbm/ml_draft_material

machine learning introduction, featuring Python, TensorFlow, Keras, examples... and love

convolutional-neural-networks keras lstm-neural-networks machine-learning tensorflow tensorflow-tutorials

Last synced: 22 Feb 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/saradindusengupta/email_spam_filter

This model mainly uses deep neural network to train and classify between spam and ham messages and compare them with SVM and random forest.

deep-learning keras-neural-networks python-3-5 sklearn tensorflow

Last synced: 04 Apr 2026

https://github.com/davidedc/the-strangest-things-in-your-pics

finding strange objects in your pictures using Inception3 deep convolution neural network by Google

deep-convolutional-networks deep-learning deeplearning inception machine-learning tensorflow

Last synced: 03 May 2026

https://github.com/yousifj129/neuralnetworkcreator

Create Sequential Neural Networks Using a GUI program

good-first-issue gui pyside6 python qt tensorflow

Last synced: 04 Mar 2026

https://github.com/mrpranavr/building_defect_detection_app

An application that detects defects in buildings live using a image classification deep learning model

flask-application opencv-python tensorflow

Last synced: 27 Jan 2026

https://github.com/prahaladhchandrahasan/facemask_detector

CNN which detects the presence of face mask.

keras mobilenetv2 numpy opencv-python tensorflow tensorflow2

Last synced: 04 May 2026

https://github.com/guocuimi/minitf

Simplified version of Tensorflow for learning purposes.

autodiff backpropagation deep-learning gradients neural-networks numpy python tensorflow

Last synced: 23 Feb 2026

https://github.com/yarnaimo/reinainfo-next

🐈 上田麗奈さん非公式info v2

firebase nextjs pwa react tensorflow typescript

Last synced: 18 Jan 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

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

Image classification (persons, animals, other) on raspberry pi from pi-camera (with cycle while) used custom model .h5 (output to terminal)

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

Last synced: 21 Jan 2026

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/licht-t/tf-siammask

SiamMask implementation with Tensorflow 2

object-detection python python3 siamese-network siammask tensorflow tensorflow2

Last synced: 12 Oct 2025

https://github.com/aleksavukadinovic/digiteye

A Python and TensorFlow-powered neural network for recognizing handwritten digits with precision.

ai artificial-intelligence artificial-neural-networks image-recognition keras-tensorflow neural-network neural-networks tensorflow

Last synced: 12 Oct 2025

https://github.com/sbatururimi/transfer-learning-alexnet-feature-extraction

A case study of Transfer Learning using AlexNet to classify traffic sign images

alexnet deep-learning tensorflow traffic-sign-classification transfer-learning

Last synced: 17 Apr 2026

https://github.com/tensorlayer/tlxnlp

A Platform-agnostic Natural Language Processing Application Library

mindspore nlp paddlepaddle pytorch tensorflow tensorlayer tensorlayerx

Last synced: 07 Feb 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/upul/getting-started-with-tensorflow

Getting Started with TensorFlow: How to Build Machine Learning Models using TensorFlow

deep-learning jupyter-notebook machine-learning python-3 tensorflow

Last synced: 05 Apr 2026

https://github.com/arif-miad/indian-personal-finance-and-spending-habits

dataset contains detailed financial and demographic data for 20,000 individuals, focusing on income, expenses, and potential savings across various categories

cnn machine-learning-algorithms matplotlib-pyplot python seaborn-plots sklearn tensorflow

Last synced: 07 Feb 2026

https://github.com/shawnzhang31/ml-handson

Machine Learning Giggle using Scikit-Learn, Tensorflow, Keras, Pytorch

pytorch scikit-learn tensorflow

Last synced: 18 Apr 2026

https://github.com/matined/goldman-sachs-warsaw-quant-challenge

Winner. ML. Financial Data. Bid Auctions. TensorFlow.

auctions financial-data machine-learning sklearn tensorflow

Last synced: 17 Apr 2026

https://github.com/dpbm/qml-course

Minicurso de quantum Machine learning

cuda cuda-q cuquantum docker ml python qml quantum quantum-computing tensorflow

Last synced: 31 Jan 2026

https://github.com/sirius-mhlee/object-detection-using-tensorflow-rcnn

Tensorflow implementation of Regions with Convolutional Neural Networks Features.

deep-learning object-detection paper-implementation python rcnn tensorflow

Last synced: 17 Apr 2026

https://github.com/vidhi1290/chatbot-with-rasa-nlu-model-and-python

This project builds an intelligent chatbot using Rasa NLU for an E-Commerce business 🛍️. The chatbot can handle user queries like product information, pricing, and order management 💬. With spacy and TensorFlow pipelines 🧠 for training, and MongoDB for storing data 📦, it offers seamless, context-aware conversations

aichatbot artificial-intelligence chatbot jupyter-notebook matplotlib nlu nlu-chatbot pandas pymongo python rasa-chatbot rasa-nlu spacy spacy-nlp tensorflow

Last synced: 11 Apr 2026

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/webmaeistro/tensorflow-react-js-photo-recognition

React app. Google Tensorflow image scene content recognition A.I right in your browser. load a local image for recognition

image-recognition javascript react tensorflow tensorflow-examples tensorflow-experiments tensorflowjs

Last synced: 21 Jan 2026

https://github.com/peterkuma/ml-clouds-2021

Code for the paper "Machine learning of cloud types in satellite observations and climate models".

climate-model climate-science climate-sensitivity clouds machine-learning tensorflow

Last synced: 15 Apr 2026

https://github.com/kevinkit/correctsitting

This is a project that will make you sit correctly. It will take advante of machine learning algorithms.

keras machine-learning medical-imaging opencv tensorflow

Last synced: 16 Apr 2026

https://github.com/kyegomez/multi-model-training

An experimental repository on research for training multiple models all at once in an evolutionary capacity!

ai cats mamba ml pytorch ssms tensorflow training transformers

Last synced: 15 Apr 2026

https://github.com/marxmit7/twitanalysis

Twit sentiment analysis using deep learning

analysis deep keras learning nlp python tensorflow twitter

Last synced: 03 May 2026

https://github.com/1element/ip-camera-image-inference

Python script using machine learning to classify images from IP cameras.

ip-camera machine-learning tensorflow video-surveillance

Last synced: 31 Jan 2026

https://github.com/varunbanka/food-vision

This project involves the creation of a food vision model using TensorFlow and EfficientNetB0 as the base model. The model is trained on the CIFAR-100 dataset, which contains 100 classes of images.

ai computer-vision data-science deep-learning food-vision machine-learning tensorflow

Last synced: 19 Apr 2026

https://github.com/deliprofesor/lstm_pollution_forecasting

This project uses Long Short-Term Memory (LSTM) networks to forecast PM2.5 pollution levels based on environmental factors like temperature, humidity, pressure, wind speed, snow, and rain. It employs multivariate time series data, data preprocessing (normalization and sequence creation), and model training to predict future pollution levels.

data-science lstm machine-learning matplotlib numpys pandas pollution tensorflow

Last synced: 03 May 2026

https://github.com/di37/imdb-reviews-sentiment-analysis-using-transformers

This repository contains a complete implementation of a sentiment analysis model using Transformers and TensorFlow. The project classifies IMDB movie reviews as either positive or negative by training Transformer model on the IMDB dataset.

artificial-intelligence data-science deep-learning keras machine-learning natural-language-processing nlp python sentiment-analysis tensorflow text-classification transformers

Last synced: 31 Jan 2026

https://github.com/samuel-ricardo/expertmax

Movie streaming with gesture navigation support

css html javascript tensorflow workers

Last synced: 15 Apr 2026

https://github.com/arash-mansourpour/lstm-aichatpersian

This project develops a Persian RAG chatbot using LSTM with attention, Self-Supervised Learning, embedding, tokenization, Google API integration, and Redis for recall. Optimizers like Adam and RMSprop, along with regularization (L1, L2) and data augmentation, enhance the model. Performance is evaluated through BLEU, ROUGE, and METEOR metrics.

ai chatbot conversational-ai data-science deeplearning llama3 lstm machinelearning nlp nlp-machine-learning persian-nlp pytorch rag reinforcement-learning tensorflow

Last synced: 23 Apr 2025

https://github.com/summitkwan/dynamicnn

neural network with dynamics

dbm hopfield-network numpy rbm tensorflow

Last synced: 13 Apr 2026

https://github.com/haturusinghe/cnn-age-gender-detection-android

An Android application that uses TensorFlow Lite models (CNN) to detect age and gender from images using the device camera (realtime) or gallery images.

cnn convolutional-neural-networks kotlin-android tensorflow tensorflow-lite

Last synced: 25 Feb 2026