GitHub topics: keras-models

Repositories

marcogdepinto/Deep-learning-model-deploy-with-django

Serving a keras model (neural networks) in a website with the python Django-REST framework.

Language: Python - Size: 29.9 MB - Last synced at: about 7 hours ago - Pushed at: about 9 hours ago - Stars: 96 - Forks: 36

Samuela31/Deep-Learning-Laboratory

Contains lab exercises for deep learning using TensorFlow and Keras done in semester 6 of college.

Language: Jupyter Notebook - Size: 2.22 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

NikolasMarkou/dl_techniques

Advanced deep learning learning techniques, layers, activations loss functions, all in keras / tensorflow

Language: Python - Size: 2.77 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

micahondiwa/ml_dl-in-finance

A series of machine learning and deep learning projects in finance.

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

qubvel/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Language: Python - Size: 1.77 MB - Last synced at: 19 days ago - Pushed at: 11 months ago - Stars: 4,850 - Forks: 1,044

amirzenoozi/nsfw-classification

A Simple NSFW Classifier Based on Keras and Tensorflow

Language: Python - Size: 321 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 57 - Forks: 9

google/magika

Detect file content types with deep learning

Language: Python - Size: 81.2 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 8,681 - Forks: 448

pierluigiferrari/ssd_keras

A Keras port of Single Shot MultiBox Detector

Language: Python - Size: 19.2 MB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 1,867 - Forks: 932

cedrickchee/rnnoise-nodejs

Node.js bindings to Xiph's RNNoise denoising C library

Language: Rust - Size: 177 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 6

Dobiasd/frugally-deep

A lightweight header-only library for using Keras (TensorFlow) models in C++.

Language: C++ - Size: 3.41 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1,107 - Forks: 236

tstran155/Segmentation-of-satellite-images-of-water-bodies

In this notebook, I employed built-in Keras Sequential model and pretrained ResNet50 model using Pytorch to perform segmentation of satellite images of water bodies.

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

SabariAkashA/Patient-Medicine-Cost-Prediction-using-Deep-Learning

Predicting patient medicine costs using deep learning (FNN) with a clean Streamlit dashboard.

Language: Jupyter Notebook - Size: 5.19 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

abhay-43/Internet-Memes-Classification-using-Multimodal-Learning-and-Image-Captioning

This project classifies internet memes using multimodal learning by combining textual and visual features. It performs offensive content detection and emotion classification leveraging the MultiOFF and Memotion-7k datasets. The model integrates ALBERT for text, VGG-11 for images, and BLIP-generated captions to improve understanding of meme sentimen

Language: Jupyter Notebook - Size: 6.01 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

tanush-g/Brain

This project aims to classify brain MRI images into four categories: Glioma, Meningioma, No tumor, and Pituitary tumor. It utilizes TensorFlow to build and train a convolutional neural network (CNN) for the task.

Language: Jupyter Notebook - Size: 333 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

umbertogriffo/Predictive-Maintenance-using-LSTM

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Language: Python - Size: 8.02 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 683 - Forks: 243

Luca96/face-clustering

Code for the paper "Transfer Learning for Facial Attribute Prediction and Clustering" (iSCI 2019)

Language: Jupyter Notebook - Size: 51.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 23 - Forks: 4

Haozhe-py/TensorAI

An Image Recognition AI tool, which is use to show the number on a picture. (0~9 only) TEST Accuracy: 0.97

Language: Python - Size: 1.48 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Hargun-Preet/StockGenie

a smart and intuitive web application that empowers users to forecast stock trends using machine learning and historical financial data. Built with Python, Streamlit, and deep learning tools, StockGenie simplifies stock analysis for both casual investors and data enthusiasts.

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

gmalivenko/pytorch2keras

PyTorch to Keras model convertor

Language: Python - Size: 237 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 860 - Forks: 142

joaopauloschuler/k-neural-api

K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.

Language: Python - Size: 15.3 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 136 - Forks: 104

RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Language: Python - Size: 40.4 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1,191 - Forks: 677

dkeras-project/dkeras

Distributed Keras Engine, Make Keras faster with only one line of code.

Language: Python - Size: 6.48 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 188 - Forks: 12

balavenkatesh3322/audio-pretrained-model

A collection of Audio and Speech pre-trained models.

Size: 134 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 188 - Forks: 26

AntonMu/TrainYourOwnYOLO

Train a state-of-the-art yolov3 object detector from scratch!

Language: Jupyter Notebook - Size: 66 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 660 - Forks: 416

irfanalidv/Toxic_Comment_Classification_using_Keras

Identify and classify toxic online comments

Language: Jupyter Notebook - Size: 52.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

danmorales/CursoDS_ProfDanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

Language: Jupyter Notebook - Size: 65.4 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 103 - Forks: 91

gyselle-marques/RecomendacaoPorImagem-DesafioDIO

Machine Learning: Sistema de Recomendação por Imagens Digitais.

Language: Jupyter Notebook - Size: 231 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

bhattbhavesh91/tf-js-example-1

In this tutorial, I'll show you how you can convert TensorFlow/Keras models to TensorFlow.js

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 6

official-biswadeb941/Mayabati---Your-Personal-AI-Chef

Mayabati is a personal AI chef designed for enhancing culinary experience. Crafted by Biswadeb Mukherjee, a leading developer of ParseSphere Innovations.

Language: Jupyter Notebook - Size: 94.2 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

wesleyscholl/Machine-Learning-Projects

Machine learning projects completed for the Machine Learning with Python Certification

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

NotTrueFalse/Captcha_solving

All about creating a dataset, preprocessing images, and creating an actual model to solve captcha

Language: Python - Size: 16 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

titu1994/Keras-Classification-Models

Collection of Keras models used for classification

Language: Python - Size: 54.7 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 317 - Forks: 100

ayush1999/Keras.jl

Run keras models with a Flux backend

Language: Julia - Size: 18 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 21 - Forks: 3

deepsense-ai/Keras-PyTorch-AvP-transfer-learning

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

Language: Jupyter Notebook - Size: 7.85 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 49 - Forks: 32

ThatOneIndieDev/Ecommerce-AI-Chatbot

An easy, simple and reprogrammable AI chatbot using tensorflow and keras with a handful of training data.

Language: Python - Size: 132 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

philipperemy/very-deep-convnets-raw-waveforms

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

Language: Python - Size: 69.8 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 74 - Forks: 13

Spidy20/Image_Classifier_Flask

Image Classifier website with Deep Learning using Flask

Language: HTML - Size: 89.1 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 14 - Forks: 8

anjanatiha/Image-Recognition-using-Deep-Convolutional-Neural-Network

Image Recognition using Deep Convolutional Network and Training Pre-trained Models ("Inception")

Language: Jupyter Notebook - Size: 216 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 7

rid17pawar/FashionApparelClassification-webapp

A web application for classifying clothing photos uploaded by users. It makes use of a deep learning model which is deployed using FastAPI. Achieved 85% accuracy in classifying images.

Language: JavaScript - Size: 12.1 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

fork123aniket/CycleGAN-for-Image-Translation

Implementation of Cycle-consistent Generative Adversarial Networks for Image-to-Image Translation in Keras

Language: Python - Size: 3.67 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Rajeenthan05/Pulmo-Scan-Detect-Using-ML

Pulmo Scan detect using python sample work

Language: Jupyter Notebook - Size: 399 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

sebastian-sz/efficientnet-lite-keras

Keras reimplementation of EfficientNet Lite.

Language: Python - Size: 370 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 13

Ansuman21/Decoding-Visual-Patterns-with-CNNs

Data Science Projects (CNN Week-1)

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

produvia/ai-platform 📦

An open-source platform for automating tasks using machine learning models

Language: Python - Size: 3.98 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 80 - Forks: 129

DevilStudio27/Plant-Disease-Detection-and-Solution

Plant disease detection and Solution using Image Classification

Language: Jupyter Notebook - Size: 28.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 42 - Forks: 9

rykov8/ssd_keras 📦

Port of Single Shot MultiBox Detector to Keras

Language: Jupyter Notebook - Size: 3.12 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 1,098 - Forks: 552

guybedo/minos

Deep learning, architecture and hyper parameters search with genetic algorithms

Language: Python - Size: 154 KB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 52 - Forks: 10

mwdhont/SimCLRv1-keras-tensorflow

Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)

Language: Jupyter Notebook - Size: 45.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 109 - Forks: 26

luca-parisi/quantum_relu

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow, Keras, and PyTorch

Language: Python - Size: 43.9 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 14 - Forks: 7

jparedesDS/my-data-science-projects

🪐 All my personal projects.

Language: Jupyter Notebook - Size: 287 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

neuronets/trained-models

Trained TensorFlow models for 3D image processing

Language: Python - Size: 10.4 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 15

suryadipbera1256/Lung-Cancer-Detection-Using-CNN

The project "Lung Cancer Detection Using CNN" focuses on developing a deep learning-based approach for early and accurate detection of lung cancer using medical imaging data such as CT scans or X-rays. Early detection is critical for improving survival rates and treatment outcomes.

Language: Jupyter Notebook - Size: 563 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

amineHorseman/mobilenet-v2-custom-dataset

Using Keras MobileNet-v2 model with your custom images dataset

Language: Python - Size: 20.5 KB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 7

PlayerX5/Face_Mask_Detection

Face Mask Detection

Language: Python - Size: 22.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Singhvishal003/Image-Classification

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

Language: Jupyter Notebook - Size: 104 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

cbaziotis/datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Language: Python - Size: 9.14 MB - Last synced at: 7 months ago - Pushed at: about 7 years ago - Stars: 197 - Forks: 63

sagarvegad/Video-Classification-CNN-and-LSTM-

To classify video into various classes using keras library with tensorflow as back-end.

Language: Python - Size: 12.7 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 279 - Forks: 116

fay3000/dormouse-detection

Detecting Dormice in Images Using Object Detection and Transfer Learning

Language: Python - Size: 704 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

jcborges/DeepStack

DeepStack: Ensembling Keras Deep Learning Models into the next Performance Level

Language: Python - Size: 177 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 10

Cagatayisil/simple-diffusion-based-superresolution

DDIM implementation for superresolution

Language: Python - Size: 702 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Chirag6525/House-Rent-Prediction

The rent of a house depends on a lot of factors. With appropriate data and Machine Learning techniques, many real estate platforms find the housing options according to the customer’s budget.

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SreeEswaran/Handwritten-digit-Classification

This project implements a Convolutional Neural Network (CNN) to classify handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

samuelastech/image-classification

Create classes with Python, Tensorflow, and Keras to recognize the images you want

Language: Jupyter Notebook - Size: 869 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Dwijraj/Hand-Written-Digit-Recognition

This is a repository with various classifier written in jupyter notebook that works on hand written digits images.

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 9

ArserChung/ml_cnn

Basis CNN intro& project of recognize to cat or dog

Language: Python - Size: 902 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

DouglasVolcato/rock-paper-scissors-machine-learning-model

Language: Python - Size: 206 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

MohidulHaqueTushar/Forecasting-Time-Series

Machine/Deep Learning Concepts in Time Series Context!

Language: Jupyter Notebook - Size: 3.49 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

farnazmnz/Students-Academic-Performance

Deep learning project

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

EbubeImoh/Understanding-Context-from-Videos

Context Understanding from Videos analyzes video content by extracting frames and audio, then detecting objects, faces, emotions, and actions. It uses Python with OpenCV, MoviePy, and YOLO. Future plans include embedding models for improved context analysis.

Language: Jupyter Notebook - Size: 32.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

bhanuchandrika99/NeuralNetwork-DeepLearning

University of Central Missouri: Spring 2024: CS5720: Neural Network Deep Learning: In Class Programming Assignments

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

AEzatA/Fashion_mnist-Keras-Model

A simple Fashion_mnist Keras model that I coded.

Language: Jupyter Notebook - Size: 101 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

DouglasVolcato/number-sequence-prediction-neural-network

Language: Python - Size: 452 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

ishreya09/Digit-recognition-model

I have used Mnist digit classification dataset. The model is trained on 60,000 images of 28*28 using RNN. The model accuracy is 97.39 with a loss of 0.099

Language: Jupyter Notebook - Size: 41.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

BaseMax/ImageRecognition

Recognition of the images includes train and tests based on Python.

Language: Python - Size: 124 MB - Last synced at: 10 days ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 2

ritikdhame/Airline_passengers_prediction

Carry out Time series forecating on the number of International Airline Passengers in units of 1,000 for a given year and month by using various LSTM models.

Language: Jupyter Notebook - Size: 747 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

shettysach/Handwriting-Calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

Language: Jupyter Notebook - Size: 14.9 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0