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/adityashaarma/asl-interpreter

Real-time ASL interpreter using CNN, OpenCV, and MediaPipe for accessible gesture recognition.

accessibility asl cnn computer-vision deep-learning keras mediapipe opencv python sign-language tensorflow

Last synced: 09 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/yotam180/xai

xAI - A Research Project in the Field of Machine Learning (Magshimim 3rd year project)

artificial-intelligence cpp deep-learning machine-learning neural-network python tensorflow

Last synced: 19 Apr 2026

https://github.com/bhargav-joshi/img-caption-generator

Automatically creating the description or caption of an image using any natural language sentences is a very challenging task. It requires both methods from computer vision to understand the content of the image and a language model from the field of natural language processing to turn the understanding of the image into words in the right order. In addition to that we have discussed how this model can be implemented on web and will be accessible for end user as well.

flask jupyter-notebook keras machine-learning nlp nltk numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/snat1505027/weightgrad

WeightGrad: Geo-Distributed Data Analysis Using Quantization for Faster Convergence and Better Accuracy

cifar10 cnn imagenet machine-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/imamaaa/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

classification cnn computer-vision deep-learning feature-extraction hog-features image-processing pattern-recognition pytorch sift signature-recognition tensorflow

Last synced: 09 May 2026

https://github.com/seigtm/pyposture

Course work code for my university's (SPbPU) course "Computer Architecture".

computer-architecture ipynb ipython-notebook python python3 spbpu spbstu tensorflow tensorflow-examples

Last synced: 30 Sep 2025

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 09 Apr 2026

https://github.com/kazuhito00/tf2-keras-explain-examples

Tensorflowの可視化解釈ライブラリ(tf-explain、Grad-CAM等)のJupyter上での実行例。

gradcam keras tensorflow tf-explain

Last synced: 13 Apr 2026

https://github.com/vyomshm/semantic_segmentation

My implementation of Semantic Segmentation Networks on different datasets. Also my repo for the Big Data Challege

cityscapes jupyter-notebook kitti-dataset semantic-segmentation tensorflow vgg16

Last synced: 17 May 2026

https://github.com/toelt-llc/course-virtuous-ml-lecture

Material for the course given in the VIRUOUS H2020 Project on fundamentals of machine learning and neural networks.

keras machine-learning teaching tensorflow

Last synced: 08 May 2026

https://github.com/hackintoshrao/cifar-10-image-classification

Classifying objects from CIFAR 10 image dataset using Convolutional neural networks

convolutional-neural-networks deep-learning image-processing tensorflow

Last synced: 02 Aug 2025

https://github.com/zacharyespiritu/pyret-tensorflow-examples

Examples of Pyret programs using the new `tensorflow` library (see brownplt/code.pyret.org#287).

machine-learning pyret tensorflow

Last synced: 02 Aug 2025

https://github.com/arkya-art/movie-recommender-system

End-to-end, production-style movie recommender: offline TensorFlow NCF + online Flask serving with Kafka-Flink streaming feedback and a React client.

data-engineering docker flask flink kafka keras ncf react recommendation recommender-system streaming tensorflow

Last synced: 12 Apr 2026

https://github.com/frederickroman/divorce-predictor

This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. (This is the model used in the Divorsee app.)

classification divorce-prediction neural-network tensorflow tensorflow-tutorials tensorflow2 tensorflowjs

Last synced: 01 Aug 2025

https://github.com/sloweyyy/emotionsense

EmotionSense is an application that predicts facial expressions of humans through pictures.

artificial-intelligence cv machine-learning tensorflow

Last synced: 17 May 2026

https://github.com/mbeps/deep-convolutional-neural-network-digits-classifier

A deep learning model that classifies handwritten digits using a CNN architecture trained on multiple datasets, designed to generalize well to unseen handwriting styles. ‎‎‏‏‎This is a coursework for the Pattern Recognition, Neural Networks and Deep Learning (7CCSMPNN) module for King's College London.

ai artificial-intelligence classification deep-learning deep-learning-algorithms deep-neural-networks kereas machine-learning neural-networks pattern-recognition tensorflow

Last synced: 11 Apr 2026

https://github.com/mikbry/jtyper

[Experimental] notebook editor using javascript opensource, easy to install without server

acorn javascript jupyter notebook react tensorflow tensorflowjs typescript webworkers

Last synced: 02 Apr 2026

https://github.com/ajaykumar095/natural_language_processing

Explore cutting-edge Natural Language Processing (NLP) techniques in this GitHub repository. Includes pre-trained models, custom NLP pipelines, text preprocessing tools, sentiment analysis, text classification, and more. Ideal for research, learning, and deploying NLP solutions in Python.

ann nltk-python python rnn spacy tensorflow text-preprocessing textblob

Last synced: 07 May 2026

https://github.com/slxiao/prober

:mag_right: Software bug predictor based on machine learning algorithm

ai bug-prediction machine-learning software-testing tensorflow

Last synced: 16 May 2026

https://github.com/m-romanenko/tv-script-generation

Generating new Simpsons scripts with an RNN

lstm python rnn tensorflow

Last synced: 08 May 2026

https://github.com/lexxai/goit_python_ds_hw_08

Модуль 8. Глибоке навчання. Tensorflow.

classification data-science matplotlib minst numpy pandas python sklearn tensorflow

Last synced: 14 Apr 2026

https://github.com/hridxyz/music-genre-classification

A deep learning model to classify music audio into 10 genres using Convolutional Neural Networks (CNNs). Achieved over 97% training accuracy and 90% validation accuracy.

audio-classification cnn deep-learning keras machine-learning music-genre-classification tensorflow

Last synced: 21 Jan 2026

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/dermatologist/kedro-tf-utils

Kedro pipelines for multimodal ML in TensorFlow.

hacktoberfest healthcare kedro multi-modal tensorflow

Last synced: 19 Jan 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/r1c4rdco5t4/ai-chatbot

Simple AI chatbot created with python using AI and deep learning

ai chatbot deep-learning neural-networks python tensorflow

Last synced: 30 Mar 2025

https://github.com/adi-code22/sitharabot

In this project, I've built a flask web application that uses the lyrics of songs by sithara and then predict the lyrics based on user input

flask nlp-machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/szymciem8/poem-generator-nlp

Machine learning model that generates short poems and feuilletons in silesian language.

deep-learning machine-learning natural-language-processing nlp poem-generator python tensorflow

Last synced: 06 May 2026

https://github.com/alicankaya192/deep_learning_path

Sıfırdan ileri seviyeye Deep Learning yol haritası. 11 modül: PDF + Python + Jupyter Notebook. NumPy · TensorFlow · PyTorch karşılaştırmalı implementasyonlar.

artificial-intelligence cnn data-science deep-learning gan jupyter-notebook lstm machine-learning neural-networks numpy python pytorch rnn tensorflow transformer

Last synced: 21 Jun 2026

https://github.com/airaria/rnnchinesepoem

Generate Chinese poems using RNN and other techniques.

deep-learning language-model poem rnn tensorflow

Last synced: 23 Jun 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/anish202020/data-analysis-and-machine-learning-basic-programs

Basic programs on data analysis and machine learning for students. It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.

keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 08 Apr 2026

https://github.com/iterative/blog-tpi-bees

Terraform Provider Iterative + ML data & code -> AWS/Azure/GCP/K8s

aws azure blog cloud demo example gcp gpu k8s keras tensorflow terraform terraform-provider

Last synced: 08 Apr 2026

https://github.com/savitar-hub/image-classification

Notebooks on how image classification can help businesses make better decisions and improve the customer experience.

image-classification image-processing jupyter-notebook numpy opencv pandas pytorch tensorflow

Last synced: 08 Apr 2026

https://github.com/0xnaman1/mnist-and-cifar-dataset-digit-and-image-recognizer

The repository contains the Convolution Neural Network model that can be used to predict a grayscale digit trained on MNIST dataset from Keras.

keras-neural-networks python tensorflow

Last synced: 27 Jun 2025

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/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 08 Apr 2026

https://github.com/faisal-fida/face-emotion-prediction

Machine learning model capable of identifying and predicting human emotions based on facial expressions. The project is primarily implemented in Python, utilized deep learning techniques to analyze and classify emotions from facial images.

facial-expression-recognition machine-learning mlserver tensorflow

Last synced: 23 Jan 2026

https://github.com/richayadav03/sign-language-detection-and-conversion-to-text-and-speech

This Python-based project employs deep learning (LSTM) and computer vision to detect sign language gestures, converting them into text and speech. It enhances communication for the hearing-impaired.

gtts lstm opencv python tensorflow

Last synced: 03 Feb 2026

https://github.com/gyakobo/local-language-model

This project is meant to generate a Local Language Model based on textual input.

ai anaconda bigram-model language-model machine-learning python3 pytorch tensorflow transformers-models virtual-environment

Last synced: 19 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/frostbyte012/apni_mitra

A Deep Learning Model that instantly recognizes your emotions and mental health using deep learning neural network libraries and suggests whether a person is annoyed, happy, neutral, depressed, and sad and suggests whether necessary steps should be taken to help them or not.

keras keras-tensorflow opencv-python python tensorflow tensorflow-examples tensorflow2

Last synced: 24 Feb 2026

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/bdshrk/neuraldrummer

A neural network for generating drum tracks for songs using Python and TensorFlow.

computational-creativity creativity deep-learning drum-machine drumkit drums machine-learning neural-network python tensorflow

Last synced: 20 May 2026

https://github.com/ruzafa8/smartbuilding

Winning project of the hackathon at the Korea Electronics Technology Institute (KETI) with the award for Best Device Integration and Innovation. Smart building system using OneM2M protocol, featuring a smart parking system and an IoT-enabled elevator. The system automates parking access, elevator preparation, and home device activation.

arduino iot javascript license-plate-recognition mobius onem2m python react tensorflow

Last synced: 06 Feb 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/kyscg/tf-models

Official Log for GSoC 2020 with TensorFlow.

gsoc-2020 tensorflow tensorflow-models

Last synced: 28 Jan 2026

https://github.com/inevitable-team/tfjs-transfer-learner

Retrain the MobileNet model via transfer learning using TensorFlow.js in NodeJS.

ai image-classification machine-learning ml mobilenet npm-module npm-package tensorflow transfer-learning

Last synced: 24 Jan 2026

https://github.com/rishav-hub/gnettrainer-package

GNetTrainer is a Deep Learning web application for training and predicting classification models which is written in Python 3. At the backend it uses Frameworks like Tensorflow 2.0 and Keras. You can train any classification model with any data using GNetTrainer without writing any line of code.

deep-learning keras machine-learning tensorflow

Last synced: 01 Mar 2026

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/kevinanielsen/seiko-identifier

A database over different seiko models

ai ml5 ml5js nextjs nextjs13 react tensorflow tfjs

Last synced: 25 Feb 2026

https://github.com/cutupdev/clothes-similarity-comparison

This is repository for comparison clothes similarity.

encode python similarity-search tensorflow

Last synced: 06 Feb 2026

https://github.com/kamal-shirupa/cotton-disease-detection-and-pesticide-suggestion-system

A deep learning-powered solution for crop disease detection and smart pesticide recommendations. The project enables users to classify plant diseases from images and receive targeted treatment advice—empowering precision agriculture through image analysis, external data integration, and an end-to-end, reproducible workflow.

agriculture computer-vision crop-disease-detection image-classification keras pesticides tensorflow

Last synced: 15 Apr 2026

https://github.com/abhihirekhan/abhi-s-data-science-portfolio

A list of data science projects completed by me for academic, self learning, and creative purposes

datascience ipynb-jupyter-notebook jupyter jupyter-kernels jupyter-notebook keras-tensorflow machine-learning numpy pandas portfolio python tensorflow

Last synced: 31 Jan 2026

https://github.com/codeby-hp/chest-cancer-classification

An end-to-end deep learning project for detecting Adenocarcinoma cancer from chest CT scan images.

aws cancer-classification cicd dagshub deep-learning docker dvc-pipeline efficientnetb0 keras mlflow-tracking python tensorflow

Last synced: 15 Apr 2026

https://github.com/coditheck/tensorflow

TensorFlow is an open source Machine Learning library, created by Google, for developing and running Machine Learning and Deep Learning applications.

deep-learning deep-neural-networks keras machine-learning neural-network python tensorflow tensorflow-tutorials

Last synced: 31 Jan 2026

https://github.com/sayanjit082805/natural-scene-classifier

Image classifier for classifying natural scenes/images using a CNN

convolutional-neural-networks deep-learning tensorflow

Last synced: 18 Apr 2026

https://github.com/ali205412/yuichess

A Reinforcement Learning Chess Engine ;)

keras machinelearning rl-learning tensorflow

Last synced: 15 Apr 2026

https://github.com/khaymanii/breast_cancer_detection_model

This model was built using Python and Tensorflow. it helps to detect breast cancer.

keras python tensorflow

Last synced: 15 Apr 2026

https://github.com/cserajdeep/video-classification

Video Classification of the UCF50 - Action Recognition Dataset

action-recognition keras python tensorflow ucf-50 video-classification

Last synced: 15 Apr 2026

https://github.com/aleenabukhari/credit-card-fraud-detection---gen-ai-

SecureTrust Financial Services, a financial institution, has asked us to help them improve the accuracy of their fraud detection system. The model is a binary classifier, but it's not performing well due to data imbalance. Through frameworks such as TensorFlow and Keras in Python, I have created and trained a Generative Adversarial Network(GAN).

ai discriminator-model generative generative-adversarial-network keras-tensorflow tensorflow

Last synced: 15 Apr 2026

https://github.com/krpal2001/proctoring-application

Proctoring application utilizing Machine Learning in Python for comprehensive student monitoring, ensuring integrity and fairness in online assessments through advanced real-time analysis and detection.

csv-files machine-learning machine-learning-algorithms mediapipe opencv python streamlit-webapp tensorflow

Last synced: 26 Feb 2026

https://github.com/assem-elqersh/newslies

An advanced Arabic fake news detection model using LSTM and AraBERT. This project leverages the Arabic Fake News Dataset (AFND) to classify news articles as credible, not credible, or undecided. Includes preprocessing steps, model building, and evaluation using TensorFlow.

arabert arabic-nlp deep-learning fake-news-detection lstm nlp tensorflow text-classification

Last synced: 09 Feb 2026

https://github.com/zaquyn/brain-tumor-classification

This is my machine learning project while I was in university. This project helped me understand those very first steps in Computer Vision and AI field.

brain-tumor-classification cnn-model computer-vision deep-learning image-classification tensorflow

Last synced: 16 Apr 2026

https://github.com/cassanof/patient_api

A full-stack app that predicts cancer diagnosis using machine learning

cancer-detection golang keras machine-learning postgresql rest-api tensorflow

Last synced: 19 Apr 2026

https://github.com/canoksuzoglu1/rice-classification-cnn

Rice-Classification-CNN is a TensorFlow-based project for classifying rice varieties using Convolutional Neural Networks. It utilizes a publicly available dataset to train and evaluate a CNN model for accurate classification of rice images.

cnn convolutional-neural-networks data-augmentation deep-learning image-classification image-processing machine-learning python tensorflow

Last synced: 13 Feb 2026

https://github.com/imartinezl/picnic-hackathon-2019

Picnic Image Classification Hackathon on Devpost 📷🍏🍎

gpu image-classification jetson-tx2 keras python tensorflow

Last synced: 28 Feb 2026

https://github.com/ariyaarka/plant-disease-detection-app

A beginner level plant disease detection model. It primary works for 3 diseases which is Corn(maize)Common_rust, Potato_Early_blight and TomatoBacterial_spot

cnn datascience deep-learning keras machine-learning python tensorflow

Last synced: 15 Feb 2026

https://github.com/harikishan-ai/smart-waste-management-using-drone

The Smart Waste Management Using Drones project utilizes advanced drone technology to revolutionize waste collection and management in both urban and rural areas. By automating the detection, monitoring, and collection of waste, this system enhances efficiency, reduces environmental impact, and lowers operational costs.

deep-learning drone gps-tracker mobilenetv3 python rasberry-pi roboflow smtp-server tensorflow

Last synced: 16 Feb 2026

https://github.com/russfellows/dl-driver

Realistic Driver for AI/ML Storage Workloads. Part of the sai3 project that delivers multi-protocol storage access for AI/ML workflows.

ai-ml azure-blob benchmark gcs hacktoberfest jax nfs pytorch rust s3 sai3 storage tensorflow

Last synced: 01 Mar 2026

https://github.com/diegopaniagua23/multimodal-analysis-mir

Multimodal Data Analysis for Music Information Retrieval

deep-learning keras mir music-information-retrieval pythorch tensorflow

Last synced: 18 Apr 2026

https://github.com/ibz-04/obj-detection

Detecting common objects in context with TensorFlow

computer-vision object-detection ocr tensorflow

Last synced: 16 Apr 2026

https://github.com/mohamedyasser951/machinelearning

MachineLearning && Neural Network Projects

machine-learning neural-network python tensorflow

Last synced: 16 Apr 2026

https://github.com/sayed-ashfaq/creditcard_frauddetection_nn

Built my first Neural Network model that detects the fraud alerts in any transaction done by the users.

deep-learning finance fraud-detection keras-tensorflow neural-networks tensorflow

Last synced: 18 Apr 2026