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/akimuddinshaikh/master-s-research-project

A hybrid approach combining texture-based (GLCM) and deep learning (ResNet50) features with unsupervised clustering and supervised classification for detecting liver diseases. Achieved 99%-100% accuracy using SVM, XGBoost, and Random Forest on pseudo-labeled medical imaging datasets

agglomerative-clustering dbscan-clustering glcm kmeans-clustering opencv python random-forest resnet-50 svm-model tensorflow xgboost-model

Last synced: 05 May 2026

https://github.com/malbhagemahesh/skin-cancer-detection-cnn

A CNN-based model to detect skin cancer from dermatoscopic images.

cnn deep-learning image-classification keras python skin-cancer-detection tensorflow

Last synced: 05 May 2026

https://github.com/prgrmcode/ai-image-classification-good-bad

This is a project to classify images from QA dataset from the AI4IM project.

cnn-classification deep-learning keras python3 tensorflow

Last synced: 05 May 2026

https://github.com/rajaddr/simpliml

SimpliML is a versatile machine learning library designed to be a one-stop solution for the entire data lifecycle. Whether you're preparing raw data or deploying advanced predictive models, SimpliML simplifies every step of the machine learning process

artificial-intelligence attention-mechanism bayesian-inference convex-optimization entropy gans gradient-descent machine-learning markov-chain mathematics neural-networks pca probability-distributions reinforcement-learning supervised-learning svd tensorflow transformers

Last synced: 05 May 2026

https://github.com/harika1807/codeclauseinternship_handwrittendigitsrecognition

A deep learning project for recognizing handwritten digit sequences using TensorFlow.

deep-learning digit-recognition mnist python tensorflow

Last synced: 05 May 2026

https://github.com/snenenenenenene/pet-classification

The goal of the project is to provide a practical and easy-to-use tool for pet enthusiasts to identify and learn about different breeds of pets by using Machine Learning.

classification-model h5 prediction-model react tensorflow

Last synced: 05 May 2026

https://github.com/lovesaroha/twitter-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.

keras machine-learning python sentiment-analysis tensorflow twitter-sentiment-analysis

Last synced: 06 May 2026

https://github.com/adithyaakrishna/vino

VINO: VIN number and Odometer Recognition

flutter google-ml-kit pattern-recognition tensorflow

Last synced: 05 May 2026

https://github.com/grandechowhiskey/fcc-machine_learning-boilerplates

A collection of projects completed as part of the FreeCodeCamp "Machine Learning with Python" certification. These projects focus on implementing machine learning models, data preprocessing, and predictive analysis using libraries like scikit-learn and TensorFlow.

ai ml python3 scikit-learn tensorflow

Last synced: 06 May 2026

https://github.com/saranshmanu/handwriting-recognition-using-cnn

ML script to train the CNN and ANN model using MNIST database to recognise numbers from the input image using Keras or Tensorflow framework

artificial-intelligence cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist tensorflow

Last synced: 05 May 2026

https://github.com/slevin48/stock

Predicting Stock Prices Using Machine Learning

neptune python tensorflow

Last synced: 06 May 2026

https://github.com/vadzimsharai/mongo-tfrecords

A library that exports mongodb data to tensorflow files (tf-record)

export mongodb python3 tensorflow

Last synced: 06 May 2026

https://github.com/iglee/jax-cuda-eicl-exp-docker

Docker for getting jax to work with cuda, for reproducing ml experiments like eicl. Sure, let's NOT make a compatibility matrix and let people fight for their lives on cuda

cuda docker jax jaxline ml-engineering ml-experiments tensorflow

Last synced: 06 May 2026

https://github.com/parthjohri/drowsiness_detection_using_tensorflow_mobilenetv2

This project leverages TensorFlow's MobileNetV2 architecture to develop a drowsiness detection system. The model is designed to identify signs of driver drowsiness, such as closed eyes, yawning, and head movements, using a custom dataset. The aim is to enhance driver safety by providing timely alerts when drowsiness is detected.

drowsiness-detection mobilenetv2 python tensorflow

Last synced: 06 May 2026

https://github.com/najmaelboutaheri/land-use-scene-classification

The project shows the process of data loading, preprocessing, model training, and evaluation for classifying land use scenes using various machine learning or deep learning techniques, specifically Convolutional Neural Networks (CNN).

classification-models cnn-architecture cnn-model data-mining geospatial keras model-evaluation-metrics tensorflow

Last synced: 06 May 2026

https://github.com/swajayresources/layerviz

A Python Library for Visualizing Keras Models covering a variety of Layers.

keras layers tensorflow visualization

Last synced: 06 May 2026

https://github.com/ajitharunai/smile-detector-using-machine-learning

Emotion detectors are used in many industries, one being the media industry where it is important for the companies to determine the public reaction to their products. In this article, we are going to build a smile detector using OpenCV which takes in live feed from webcam. T

deep-learning face-recognition facedetection machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/jjmachan/odd-even-player

A RL agent that learns to play odd or even like you do?!

openai reinforcement-learning tensorflow

Last synced: 06 May 2026

https://github.com/sharmilas22/amazon-review-sentiment-analysis

Sentiment analysis using tensorflow on amazon review dataset

keras sentiment-analysis tensorflow text-classification-python

Last synced: 06 May 2026

https://github.com/j-prt/convnets

Exploration of convolutional neural networks to recognize images of birds by species.

convolutional-neural-networks image-augmentation keras pretrained-models tensorflow transfer-learning

Last synced: 06 May 2026

https://github.com/fahadpathan7/machine-learning-models

This GitHub repository includes a collection of projects demonstrating the application of machine learning algorithms on different datasets for educational and practical exploration.

jupyter-notebook python3 tensorflow

Last synced: 06 May 2026

https://github.com/vvkmnn/doggoai

🐶 A Dog breed classifier (that also works for humans!)

deep-learning deep-neural-networks dogs keras keras-tensorflow tensorflow

Last synced: 06 May 2026

https://github.com/a-solo/deepfake-detection

This repository employs TensorFlow-Keras and MTCNN (Multi-Task Cascaded Convolutional Networks) to build an efficient deepfake detection system.

cnn deepfake-detection df-detect keras mtcnn-face-detection tensorflow

Last synced: 06 May 2026

https://github.com/jedirhymetrix/ml-project-ideas-generator

Stylized text generation from a small text corpus using transfer learning

gpt-2 jupyter-notebook python style-transfer tensorflow text-generation transfer-learning

Last synced: 06 May 2026

https://github.com/arpandatta011/deep-learning-for-pneumonia-detection-in-chest-x-rays

This project focuses on pneumonia detection using chest X-ray images and deep learning. It leverages transfer learning with the pre-trained VGG16 model to classify images as Pneumonia or Normal, aiming to assist in fast and accurate medical diagnosis.

deep-learning efficientnetb0 keras resnet-50 sklearn sklearn-metrics tensorflow vgg16

Last synced: 06 May 2026

https://github.com/raju-2003/agri-aid-expert

AgriExpert utilizes Streamlit, Tensorflow, and Python for predicting crop diseases, aiding farmers in proactive agricultural management.

openai python serper streamlit tensorflow

Last synced: 06 May 2026

https://github.com/oscarsaharoy/programming-questions-classification

Classifier to decide the language of stack overflow questions

machine-learning tensorflow

Last synced: 06 May 2026

https://github.com/taabishhh/llm_training

This project implements a distributed pipeline for NLP model training using Apache Spark and DeepLearning4J (DL4J). The methodology utilizes a sliding window approach for data preparation, positional embeddings for token encoding, and Word2Vec model training with parallel processing. The model and training process is designed for scalability and op

apache-spark deeplearning4j dl4j llm llm-training logback-classic mapreduce-scala scalatest sliding-window tensorflow word2vec

Last synced: 06 May 2026

https://github.com/sroman0/web-inf

Neural Network for Multi-Class Classification is a project developed during the "Web and Information Retrieval" course at Università degli Studi del Sannio. This repository provides an implementation of a neural network with a softmax output layer, designed for multi-class classification tasks.

classification data-preprocessing data-science deep-learning educational-project jupyter-notebook machine-learning model-evaluation multi-class-classification neural-network python tensorflow web-information-retrieval

Last synced: 06 May 2026

https://github.com/ccastleberry/hands_on_machine_learning

Notebooks and files created while working through the book Hands on Machine Learning

data-science jupyter-notebook scikit-learn tensorflow

Last synced: 06 May 2026

https://github.com/daun-io/gpu-experiment-parallelization

Introduction to the concept of automatic experiment parallelization

deeplearning gpu gpu-parallelism parallelization python pytorch tensorflow

Last synced: 06 May 2026

https://github.com/amokorankye/bone-fracture-detection-using-cnns

Implementation of a convolutional neural network (CNN) to detect bone fractures in X-ray images. The model classifies X-ray images into two categories: fractured and not fractured bones.

cnn-classification python tensorflow

Last synced: 06 May 2026

https://github.com/michealxq/gesture-recognition-project

🎯 Real-time Hand Gesture Recognition using MediaPipe and MobileNetV3 (Final Year Project)

ai-project computer-vision deep-learning final-year-project gesture-recognition mediapipe mobilenetv3 python real-time tensorflow

Last synced: 07 May 2026

https://github.com/sadmansakib93/killer-whale-deep-learning-detector

This repo contains programs and scripts for the multiclass (three or four classes) classification of Killer Whale-KW, Humpback-HB, Dolphin-D (included only in four classes), and background/other.

deep-learning densenet ketos killer-whale-detecor machine-learning orca python tensorflow

Last synced: 07 May 2026

https://github.com/youcy03/fingerprint_model

Final Year Project – Fingerprint Recognition using deep learning models (Flask App)

biometrics cnn computer-vision deep-learning fingerprint-recognition flask flask-application grad-cam keras tensorflow

Last synced: 07 May 2026

https://github.com/ayushmankumar7/siamese-network-with-one-shot-learning

Implementation of this paper - https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf

numpy tensorflow tf-keras

Last synced: 07 May 2026

https://github.com/thiruvarankanm/fashionmnist-cnn

End-to-end CNN for Fashion MNIST classification with data augmentation and TensorFlow Lite quantization for efficient deployment.

deep-learning fashion-mnist image-classification keras tensorflow

Last synced: 07 May 2026

https://github.com/tanushreehajare/mood-detection-and-song-recommendation-system

🎵 Mood Detection and Song Recommendation System 🎯 Accurately detects user mood via facial expression analysis using CNN and recommends personalized songs! 🐍 Built with Python, using TensorFlow, OpenCV, and more with real-time mood-based playlist suggestions 🎧✨

cnn opencv python tensorflow

Last synced: 07 May 2026

https://github.com/yashuv/handwritten-devnagari-optical-character-recognition

Handwritten Devnagari Optical Character Recognition(OCR) using CNN and OpenCV

cnn-keras ocr-recognition opencv python tensorflow

Last synced: 07 May 2026

https://github.com/mukuta-manit-d/medix

Medix is an innovative platform Bridging AI and advanced medical imaging to aid doctors and patients in diagnosing brain tumors and lung-related abnormalities. the mission of the project is to Elevate diagnosis precision and efficiency, facilitating early treatment for various medical conditions.

cnn-keras css html image-processing javascript machine-learning mongodb-compass python tensorflow

Last synced: 07 May 2026

https://github.com/harshuljain13/dogsbreedclassification

Classifying the dogs breed using transfer learning in DeepLearning

deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning

Last synced: 07 May 2026

https://github.com/dcabezas98/lux

Web application to adjust illumination of dark images.

computer-vision flask gans image-translation python3 tensorflow

Last synced: 07 May 2026

https://github.com/discue/js-code-classifier

ML-model used to mitigate JS attacks with encoded / minified/ uglified JS code snippets

classifier classifier-model classifier-training js machine-learing tensorflow

Last synced: 07 May 2026

https://github.com/petrosdemetrakopoulos/spaceship-titanic

My response in the rolling "Spaceship Titanic" Kaggle Competition

kaggle machine-learning neural-network tensorflow

Last synced: 07 May 2026

https://github.com/denicrizz/sistem-content-based-image-retrieval-streamlit-version-

Sistem pencarian gambar serupa menggunakan framework stramlit

cibr streamlit tensorflow

Last synced: 07 May 2026

https://github.com/tawounfouet/road-to-deeplearning-mastery

Documenting my deeplearning learning journey

cnn deep-learning keras lstm rnn tensorflow

Last synced: 07 May 2026

https://github.com/anuragc2001/potatodoc

Introducing the "Potato Disease Predictor using CNN," a cutting-edge project to accurately identify potato diseases with an impressive 95% accuracy rate.

cnn deep-learning macos neural-networks tensorflow

Last synced: 07 May 2026

https://github.com/omatheusribeiro/real-time-pose

The Real-Time Pose Application is an advanced system designed to capture and classify real-time body movements using the TensorFlow library and ReactJS.

ai artificial-intelligence css front-end front-end-development frontend html ia inteligencia-artificial javascript posenet tensorflow

Last synced: 07 May 2026

https://github.com/mark-mdo47/family-machine-learning-project-2017

We are doing a two-part Machine Learning project this summer with SciKit-Learn and Keras/TensorFlow

machine-learning python scikit-learn tensorflow

Last synced: 07 May 2026

https://github.com/en10/kerascifar

Keras on CIFAR

cifar cifar10 keras tensorflow

Last synced: 08 May 2026

https://github.com/akarshan-jaiswal/solar-panel-condition-classifier

This project is aimed at developing a model to recognize the state of solar panels and classify them using the VGG16 architecture as a base for feature extraction and is fine-tuned to achieve accurate classification results.

cnn cnn-classification feature-extraction neural-networks python solar-panels tensorflow vgg16

Last synced: 08 May 2026

https://github.com/bismillah-jan/deep-neural-network

A demonstration of Deep Neural Network implementation using TensorFlow.

adaline-learning-algorithm deep-neural-networks keras tensorflow

Last synced: 08 May 2026

https://github.com/edisonmoy/facial-classification

Training facial classification models to be used in real time with facial detection.

deep-learning face-detection image-classification keras opencv pillow scraping tensorflow

Last synced: 08 May 2026

https://github.com/anr007/letter-recognition

Letter Recognition from images using Machine Learning

image-recognition machine-learning tensorflow

Last synced: 08 May 2026

https://github.com/prneidhardt/neural-networks

Customer Churn Prediction Project

ann artificial-neural-networks keras tensorflow

Last synced: 08 May 2026

https://github.com/kmohamedalie/zalando_fashion-mnist

FashionMnist - Mnist Extension computer vision(neural nets) 🤖🧠👁️

computer-vision deep-learning deep-learning-algorithms fashion-mnist-dataset machine-learning mnist tensorflow zalando

Last synced: 08 May 2026

https://github.com/atharvapathak/melanoma_detection_case_study

Creating a possible model to detect melanoma from the dataset accurately using CNN.

cnn-model computer-vision deep-learning keras machine-learning melanoma python skin-cancer-detection tensorflow

Last synced: 08 May 2026

https://github.com/jimmygizmo/tensorpup

Machine-learning model training using parallelization strategies on multiple serverless GPU instances.

ai cuda cudnn distributed gpu serverless tensorflow

Last synced: 08 May 2026

https://github.com/lakhvinder15/image-segmentation-in-medical-imaging-using-deep-learning-models

This project explore the use of deep learning-Convolutional Neural Network (CNN), for classifying brain MRI images into glioma, meningioma, and tumor categories. It involves data preprocessing, model design using TensorFlow/Keras, training, evaluation, and visualization to support accurate medical diagnostics and aid clinical decision-making.

cnn-keras cnn-model pixel python tensorflow

Last synced: 08 May 2026

https://github.com/ravisha-144/dl_practice

This repository follows the tutorials of the DL1 course at the UvA

deep-learning deep-neural-networks jax pytorch tensorflow

Last synced: 08 May 2026

https://github.com/biswadeep-roy/human-emotion-detection-using-deep-learning

This project implements a deep learning model for the detection of human emotions in images. It uses Convolutional Neural Networks (CNNs) to classify images into three emotional categories: angry, happy, and sad.

python python3 tensorflow

Last synced: 08 May 2026

https://github.com/dcabezas98/lux-model

Coding, training and testing of the generative model used in LUX.

computer-vision gans image-translation machine-learning python3 tensorflow

Last synced: 08 May 2026

https://github.com/fatchur/news-censorship-engine

This is an engine for censoring news in bahasa Indonesia with machine learning. Up to now, the validation accuracy is 90.4% for 1000 samples

bahasa-indonesia neural-network news-censorship nlp opinion-mining python tensorflow

Last synced: 08 May 2026

https://github.com/aryanjain28/image-caption-generator

Fused RNN and CNN to predict image activity by amalgamating Xception model output and text input for enhanced accuracy.

cnn computer-vision data-science machine-learning neural-network python rnn tensorflow

Last synced: 08 May 2026

https://github.com/alkaifaftab000/face-emotion-detection

Detecting emotions with AI: from happy smiles to sad sighs, one face at a time!😊

deep deep-learning emotion-detection image-processing keras neural-network tensorflow

Last synced: 08 May 2026

https://github.com/meraf00/ros2-gesture-controlled-robot

The ROS2 Gesture Controlled Robot integrates MediaPipe for gesture recognition, allowing control of robots within the ROS2 framework.

mediapipe ros2-humble tensorflow

Last synced: 08 May 2026

https://github.com/harshj-git-hub/lstm-stock-prediction

A LSTM RNN Model for Stock Prediction using Tensorflow/Keras

keras tensorflow

Last synced: 08 May 2026

https://github.com/jaswanthv99/image-classification

An AI system that generates captions for images using CNN (for image features) and LSTM (for text generation).

convolutional-neural-networks lstm-neural-networks opencv tensorflow

Last synced: 08 May 2026

https://github.com/nishanth16082002/zeta-algorithm

Ultra-fast heuristic algorithm for solving the Travelling Salesman Problem (TSP) at scale — 1 million cities in ~3 seconds using pure Python.

ai data-science euler-maclaurin heuristic keras machine-learning nlp open-source route-planning scrapping self-supervised-learning semi-supervised-learning tensorflow zeta-function-algorithm

Last synced: 08 May 2026

https://github.com/danielbgoncalves/tensorflow-and-cifar10-cnn

Projeto que utiliza o TensorFlow para criar uma CNN alimentada pelo CIFAR-10

cifar10 cnn-for-visual-recognition keras tensorflow

Last synced: 08 May 2026

https://github.com/nouhabenhamada/image-classification-is-it-real-or-generated-by-ai-

A Streamlit aaplication to distinguish between AI-generated and real images. Utilizing the TensorFlow framework, the core model is based on EfficientNetB0, which has been fine-tuned on a custom dataset containing both fake and real images.

classification efficientnetb0 streamlit tensorflow

Last synced: 08 May 2026

https://github.com/gregoritsch3/dl_cv_e2e_potatodiseaseclassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). Its purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.

cnn-classification gcp model-deployment scikit-learn tensorflow

Last synced: 08 May 2026

https://github.com/sedoll/ai_gym

전문대 졸업작품, 인공지능 헬스트레이너

ai api css css3 google html html5 javascript tensorflow

Last synced: 08 May 2026

https://github.com/yashgorana/tensorflow-starter-project

A starter project template with TensorFlow 2.9 on Python 3.8+

ml mlops python starter-kit starter-template tensorflow

Last synced: 08 May 2026

https://github.com/iwatake2222/tfjs_study

play ground for TensorFlow.js

javascript tensorflow

Last synced: 09 May 2026

https://github.com/sanyambk/hate-speech-detection

Multiclass hate-speech detection pipeline: data cleaning, neural model training, and serialized inference artifact.

deep-learning machine-learning nlp pytorch tensorflow text-classification

Last synced: 09 May 2026

https://github.com/nikitagoldashevsky/nmt-transformer

A TensorFlow-based Transformer model for English-to-Russian neural machine translation. Features subword tokenization with SentencePiece, hyperparameter optimization via genetic algorithm, and a Flask web interface for real-time translations.

deep-learning english-to-russian flask genetic-algorithm machine-learning natural-language-processing neural-machine-translation sentencepiece tensorflow transformer

Last synced: 09 May 2026

https://github.com/bintangyosua/deeplearning_emotion_detection

Emotion Detection using Deep Learning Bidirectional LSTM deployed on Streamlit

classification deep-learning machine-learning python tensorflow text-classification text-mining

Last synced: 09 May 2026