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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/rahulguptagzb09/ann-keras-binary-classification

Artificial Neural Network Using Keras For Binary Classification

artificial-neural-networks binary-classification dnn keras python3

Last synced: 21 Jan 2025

https://github.com/facultyai/faculty-xval

Cross-validation of Keras and scikit-learn models with the Faculty platform

cross-validation faculty-platform keras machine-learning python scikit-learn

Last synced: 31 Dec 2024

https://github.com/programandoconro/santander-transactions-ml

Machine Learning competition on kaggle.org. 88% accuracy with Support Vector Machine algorithm. Deep Learning with keras. Middle table rank position

deep-learning kaggle kaggle-competition keras machine-learning-competition r santander-transaction-problem santander-transactions svm

Last synced: 23 Jan 2025

https://github.com/aminkhavari78/geoai-challenge-estimating-soil-parameters-from-hyperspectral-images-

Can you predict soil parameters from hyperspectral earth observation data?

dee keras matplotlib neural-network numpy pandas seaborn

Last synced: 19 Jan 2025

https://github.com/mohamedsebaie/face_mask_detector_webapp-by_streamlit_heroku-

This Project has been implemented by using OpenCV to detect faces in the input images and a pre-trained Keras CNN model (MobileNetV2) as mask/no-mask binary classifier applied to the faces Images. The Deep Learning model currently used has been trained using images data set from Kaggle. The trained model has been shared in this repo.

caffee cnn-keras colab-notebook convolutional-neural-networks datagenerator deep-learning face-detection heroku-deployment image-classification imagenet keras mask-detection mobilenetv2 opencv pre-trained-model python streamlit transfer-learning webapp

Last synced: 21 Jan 2025

https://github.com/giuliovv/anndl_competitions

Artificial Neural Networks and Deep Learning Polimi course 2021 Challenges

classification cnn keras

Last synced: 21 Jan 2025

https://github.com/lee-w/keras-mnist-example

一天搞懂深度學習 Keras demo

keras

Last synced: 29 Jan 2025

https://github.com/sudo-rushil/dga-intel-web

This deep learning model uses a CNN-LSTM architecture to predict whether a given domain name is genuine or was artificially generated by a DGA.

cnn deep-learning keras lstm lstm-cnn machine-learning tensorflow

Last synced: 18 Nov 2024

https://github.com/nfultz/intro_dueto

~PyDataLA 2020~ talk

calculus keras slides statsmodels

Last synced: 09 Jan 2025

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 05 Feb 2025

https://github.com/chekoduadarsh/custom-image-augmentation-keras

This is a plugin tool for your project to impliment your coustom image processing algorithms

image-augmentation image-processing imagedatagenerator keras starter-code

Last synced: 08 Feb 2025

https://github.com/princebanerjee04/darpansur

"Darpan-Sur" application, your personalized music recommendation platform designed to cater to your emotions. “Darpan-Sur” uses advanced AI algorithms to curate playlists that perfectly match your current mood, making every song a reflection of how you feel. Say goodbye to generic playlists and embrace the power of emotion in your music experience.

cv2 keras mediapipe numpy python tkinter

Last synced: 27 Nov 2024

https://github.com/dennishnf/segmentation-in-keras-using-u-net

This repository provides basic example of semantic segmentation using the U-Net architecture.

computer-vision deep-learning keras machine-learning python segmentation semantic-segmentation tensorflow u-net

Last synced: 23 Jan 2025

https://github.com/mongoexpuser/geological-image-classification-dnn

Geological Image Classification with Deep Feed-Forward Neural Network

keras matplotlib numpy pandas python scikit-image tensorflow

Last synced: 28 Nov 2024

https://github.com/mshuqair/rl-based-adaptive-classifier

Deep Reinforcement Learning based adaptive time-series binary classifier.

classification deep-reinforcement-learning keras parkinsons-disease python reinforcement-learning

Last synced: 03 Dec 2024

https://github.com/thisis-developer/body-language-detection-with-mediapipe-and-opencv

Explore the world of non-verbal communication like never before with our Body Language Detection solution. Utilizing the advanced capabilities of MediaPipe and OpenCV, we provide real-time insights into human gestures, postures, and facial expressions.

body-language facial-expression-recognition jupyter-notebook keras mediapipe opencv pkl sklearn tensorflow tensorflow-lite tflite

Last synced: 04 Dec 2024

https://github.com/sedflix/autonomoustoycar

Self-Driving Toy Car using End-To-End Learning Model. It collects data about the surrounding environment, then discards it and drives into walls

arduino bluetooth cnn keras machine-learning self-driving-car

Last synced: 31 Dec 2024

https://github.com/chen0040/keras-image-captioning

Image captioning using recurrent network and convolutional network in Keras

convolutional-networks image-captioning keras pokemon recurrent-neural-networks

Last synced: 16 Dec 2024

https://github.com/datarohit/walk-or-run-image-classification

This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.

cnn-classification inceptionv3 keras keras-tensorflow matplotlib numpy tensorflow

Last synced: 23 Dec 2024

https://github.com/zimmerrol/tf_keras_attention

Implementation and demonstration of how to apply 2D Gaussian Attention with Keras/TensorFlow

attention attention-mechanism deep-learning gaussian-attention keras neural-network tensorflow

Last synced: 09 Feb 2025

https://github.com/nandini-menon/know-when-your-attention-slacks

Neural Network that classifies Brainwaves to let a person know when they are not Attentive

keras machine-learning neural-network python3 tensorflow

Last synced: 30 Jan 2025

https://github.com/farfarfun/funkeras

前沿算法,keras实现的搬运工

attention bert decoder encoder keras transformer yolo

Last synced: 11 Dec 2024

https://github.com/marcpinet/handigits

🖐️ Background-independent deep learning model for hand sign digit recognition, using my own Deep Learning framework! (Neuralnetlib)

cv2 deep-learning hand keras mediapipe preprocessing recognition tensorflow

Last synced: 23 Jan 2025

https://github.com/bhattbhavesh91/tensorgram-tutorial

Tutorial on TensorGram which is a real-time remote service to get the Keras callbacks to the telegram including the details of metrics.

keras telegram telegram-bot tensorflow tensorflow2 tensorgram tutorial

Last synced: 17 Jan 2025

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: 23 Jan 2025

https://github.com/tychota/g

An engine that would love to become alpha-go but is far far away

deep-learning go keras mcts

Last synced: 24 Dec 2024

https://github.com/shourya1997/image-caption-generator

Experiments with Neural Image captioning in Keras based on Show and Tell.

deep-learning image-captioning keras tensorflow

Last synced: 10 Jan 2025

https://github.com/rakibhhridoy/ctscanpredictioncovid19-tensorflow

Classifying covid positive and negative cases in ct-scan images. Though the data is not large enough, it can be processed and make prediction from the model. Images are quite similar thus the task became much complicated.

cnn cnn-classification cnn-keras computer-vision covid-19 ctscan deep-learning deep-neural-networks image-classification image-processing keras machine-learning medical-image-analysis neural-network prognosis python

Last synced: 25 Dec 2024

https://github.com/simon-larsson/keras-masochism

Masochistic deep learning with Keras.

deep-learning keras machine-learning masochism

Last synced: 11 Jan 2025

https://github.com/yashitanamdeo/realtime-face-mask-detection

A Machine Learning Real-time Face Mask Detection project built in Python using OpenCV, Tensorflow, and Keras

covid-19 face-mask-detection face-mask-detector facemask-detection keras keras-tensorflow machine-learning mask-detection opencv opencv-python python python3 real-time

Last synced: 30 Jan 2025

https://github.com/alkasaliss/whichflower

# whichFlower : a flower species recognition app using tensorflow/keras and React-Native

computer-vision flower-classification keras react-native tensorflow

Last synced: 19 Jan 2025

https://github.com/tomschimansky/eyecare

Concept for tackling Computer vision syndrome by enforcing frequent eye blinks using a Dlib face detector and a CNN classifier trained on the mrlEyes dataset

customtkinter dlib eye-tracking eyeblink-detection keras machine-learning opencv python

Last synced: 25 Jan 2025

https://github.com/stefantaubert/lifeclef-geo-2018

Source code for the TUCMI submissions to the GeoLifeCLEF 2018 species recognition task

geo keras life-clef species-recognition xgboost

Last synced: 31 Jan 2025

https://github.com/jrzaurin/workshop_milan18

Mild introduction to computer vision and NLP with Keras

computer-vision keras machine-learning nlp

Last synced: 31 Jan 2025

https://github.com/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 31 Jan 2025

https://github.com/orestonce/keras2go

keras2go 是一个可以把keras网络模型转换成纯go语言实现前向传播的工具

deeplearning golang keras pure-go

Last synced: 01 Feb 2025

https://github.com/daltonmcphaden/axon_ml

Axon is a desktop application for predicting brain strain using neural networks. This repo contains the machine learning portion of Axon.

keras neural-networks python tensorflow

Last synced: 01 Feb 2025

https://github.com/lucko515/cnn-tensorflow-keras

Implementation of simple Convolutional Neural Network in TensorFlow and Keras. The dataset used is MNIST.

convolutional-neural-networks keras machine-learning mnist-classification tensorflow

Last synced: 01 Feb 2025

https://github.com/sayakpaul/near-dup-parser

Holds code for near-duplicate image parser using optimized image classifiers.

bit bit-resnet keras lsh near-duplicate-detection random-projection tensorflow tensorrt vector-similarity vision

Last synced: 08 Feb 2025

https://github.com/aurelienmorgan/french_text_sentiment

Sentiment Analysis in texts written in French language using Tensorflow/Keras (and using XGBoost for hyperparameters optimization)

beautifulsoup dask fasttext french gru hyperparameters-optimization jupyter-notebook keras multiprocessing nlp python rnn scikit-learn sentiment-analysis tensorflow transfer-learning web-scraping xgboost

Last synced: 08 Feb 2025

https://github.com/iamgmujtaba/ltc-gif

Implementation of Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports Videos

artistic gif gif-animation keras sports sports-analytics tensorflow tensorflow2 thumbnail-generator thumbnails

Last synced: 09 Feb 2025

https://github.com/zeta36/fractalexplorationimitationlearning

Using the fragile framework as a memory explorer to train a neural network in Atari games

fragile keras machine-learning python

Last synced: 09 Feb 2025

https://github.com/alicerunsonfedora/abysima

A machine learning experiment with generating languages.

coreml generative-models keras lingustics recurrent-neural-networks swiftui

Last synced: 09 Feb 2025

https://github.com/whatheheckisthis/save-a-life

Transforming road safety with advanced statistical analysis and modeling. Join us in revolutionizing driver assistance systems!

data-science data-structures deep-learning-algorithms driving keras machine-learning-algorithms tensorflow

Last synced: 18 Jan 2025

https://github.com/prem07a/dog_cat

Build and train a deep learning model to classify cat and dog images, with model performance analysis.

cnn deep-learning dog-cat-classification keras python3 streamlit-webapp tensorflow

Last synced: 05 Feb 2025

https://github.com/nguyen-hanhnong/cs2-golang-hacker-analyzer

Python and Golang based tool that can be used to determine if a player is cheating in the game Counter-Strike: 2 The tool uses machine learning models to analyze the player's statistics and determine if they are cheating.

cs2 demo-parser go golang keras matplotlib pandas python tensorflow

Last synced: 23 Dec 2024

https://github.com/yjg30737/pyqt_nsfw_image_filter_gui

Filter(remove) the NSFW(not safe for work) images in a certain directory recursively, backup every images before it

image-classification keras nsfw nsfw-classifier nsfw-detection nsfw-recognition pyqt pyqt5 pyqt5-gui python3

Last synced: 03 Jan 2025

https://github.com/frederickroman/deepnetsartstyletransfer

This project demonstrates how to use deep neural networks to generate stylized images given an input image and an input art style.

deep-learning keras neural-network style-transfer

Last synced: 17 Jan 2025

https://github.com/ramesh-x/modelviewer

Display outputs of each layer in CNN models

cnn-keras keras model-visualization pyqt4 visualization-toolbox visualzation

Last synced: 24 Dec 2024

https://github.com/luisvalgoi/predia

Machine Learning Model for Final Paper @ UNISINOS

ensemble-learning keras machine-learning neural-network sklearn streamlit

Last synced: 05 Feb 2025

https://github.com/headless-start/data-augmentation-impact

This repository contains effect of Data Augmentation of Training Set during Model Training.

augmented-images cuda data gpu keras matplotlib mnist opencv-python python3 tensorflow training-data

Last synced: 08 Feb 2025

https://github.com/anandarauf/si-adek-python-keras

Si Adek Keras is software VR dangerous object detection.

keras keras-models keras-tensorflow machine-learning object-detection virtual-reality

Last synced: 07 Feb 2025

https://github.com/bursasha/deeplearningai-machine-learning-tensorflow-course

Projects and certificates from a machine learning course focused on TensorFlow and Keras, covering neural networks, CNNs, NLP, and time series analysis 🧠

convolutional-neural-networks deeplearning-ai keras machine-learning mlcourse natural-language-processing neural-networks numpy pandas python-machine-learning recurrent-neural-networks tensorflow

Last synced: 09 Feb 2025

https://github.com/marcelo-earth/FashionItem-Classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 05 Feb 2025

https://github.com/arif-miad/image-classification

pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.

computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19

Last synced: 06 Feb 2025

https://github.com/tugot17/simple-gan-in-keras

Introduction to Generative Adversarial Networks on a pet example, created with Keras package

gan generative-adversarial-network introduction intuition keras

Last synced: 21 Nov 2024

https://github.com/himaprasoonpt/conv_models

Classic Convolutional Models

alexn conv keras tensorflow tensorflow2

Last synced: 19 Jan 2025

https://github.com/bredalis/keras

🌟The use of Keras in DL 🌟

ia keras librery ml models python tensorflow

Last synced: 14 Jan 2025

https://github.com/jonasricker/autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.

cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow

Last synced: 03 Jan 2025

https://github.com/pedro-r-marques/keras-list-mapper

A Keras layer that performs a map operation over a ragged tensor

keras keras-layer keras-tensorflow

Last synced: 09 Jan 2025

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: 03 Jan 2025