https://github.com/cyberzhg/keras-adaptive-softmax

Adaptive embedding and softmax

adaptive keras softmax

Last synced: 29 Sep 2024

https://github.com/time1ess/torchtools

A High-Level training API on top of PyTorch

keras pytorch

Last synced: 14 Oct 2024

https://github.com/kautenja/ios-semantic-segmentation

An example of semantic segmentation on iOS using CoreML and Keras.

coreml keras semantic-segmentation tiramisu

Last synced: 27 Oct 2024

https://github.com/en10/cartpole

Run OpenAI Gym on a Server

aws cartpole gym keras openai openai-gym reinforcement-learning rl

Last synced: 05 Dec 2024

https://github.com/masoudnick/brain-tumor-mri-classification

Brain Tomur Classification Using Pre-trained Models

brain-tumor brain-tumor-classification brain-tumor-dataset classification dataset deep-neural-networks keras medical-image-processing pre-trained-model resnet-50 tensorflow

Last synced: 13 Dec 2024

https://github.com/madeyoga/handwritten-text-recognition

Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

convolutional-neural-networks ctc-loss handwritten-text-recognition htr iam-dataset keras recurrent-neural-networks simple-htr tensorflow2 text-recognition

Last synced: 11 Oct 2024

https://github.com/ahmetfurkandemir/mask-detection-v1

Mask Detection

deep-learning detection keras keras-tensorflow maskdetection object-detection opencv python tensorflow

Last synced: 16 Nov 2024

https://github.com/opt-mucca/pyscipopt-ml

Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs

artificial-intelligence decision-trees keras lightgbm machine-learning mathematical-programming mixed-integer-optimization mixed-integer-programming neural-networks optimization python pytorch sklearn surrogate-models xgboost

Last synced: 07 Nov 2024

https://github.com/alvertogit/deeplearning_flask

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions Ruff

artificial-intelligence data-science deep-learning docker flask github-actions jupyter-lab jupyter-notebook keras python ruff tensorflow tensorflow2

Last synced: 23 Nov 2024

https://github.com/jakoch/jupyter-devbox

A Docker DevBox for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.

debian docker imutils jupyter-notebook keras opencv pandas python3 scikit-learn scipy seaborn tensorflow

Last synced: 28 Oct 2024

https://github.com/rodrigobressan/padify

Framework to perform PAD (Presentation Attack Detection) on Facial Recognition systems through intrinsic properties and Deep Neural Networks - Still Under Development

biometrics cnn face-spoofing-detection facial-recognition keras pad presentation-attack-detection resnet50

Last synced: 06 Nov 2024

https://github.com/trainingbypackt/applied-deep-learning-with-keras

Solve complex real-life problems with the simplicity of Keras

cnn-keras cross-validation deep-learning keras machine-learning model-accuracy model-evaluation neural-networks python rnn sequential-models wrapper

Last synced: 14 Nov 2024

https://github.com/tribeofai/workshops

Tribe of AI workshops curriculum

deep-learning keras machine-learning numpy pandas python scikit-learn tensorflow

Last synced: 21 Nov 2024

https://github.com/araobp/image-features

Image features for edge AI

image-classification keras ov7670 x-cube-ai

Last synced: 17 Nov 2024

https://github.com/senior-sigan/denoise-autoencoder

Denoise audio with convolutional autoencoder

autoencoder denoising-autoencoders keras neural-network sound-processing

Last synced: 16 Nov 2024

https://github.com/gsurma/image_tagger

CNN multi-label image classifier 🖼️.

cnn cnn-keras hashtag hashtags image image-classification instagram jupyter-notebook keras machinlearning multi-label-classification python python3 tags

Last synced: 18 Nov 2024

https://github.com/sudharsan13296/document-classification-using-lsa

Document classification using Latent semantic analysis in python

deep-learning document document-classification keras latent-semantic-analysis lsa natural-language-processing python tensorflow tf-idf

Last synced: 15 Nov 2024

https://github.com/joyalshaji135/cnn-implementation

Automated detection of COVID-19 in real time can greatly help clinicians to handle increasing number of cases for preliminary screening. Deep CNN models trained with sufficiently large datasets may become best candidates to meet the purpose.

csv deep-learning deep-neural-networks jupyter-notebook keras neural-networks python3

Last synced: 28 Nov 2024

https://github.com/windrises/recommendation

a recommendation system for Bangumi.tv

bangumi deep-learning keras machine-learning recommendation-system

Last synced: 19 Nov 2024

https://github.com/IBM/MAX-Review-Text-Generator

Generate English-language text similar to the text in the Yelp® review data set.

docker-image keras machine-learning machine-learning-models

Last synced: 18 Nov 2024

https://github.com/smaranjitghose/paruluniversityai

Artificial Intelligence Course at Parul University taught in Spring 2023 by Mr Smaranjit Ghose

convolutional-neural-networks exploratory-data-analysis first-order-logic fuzzy-logic keras machinelearning matplotlib natural-language-processing neural-network numpy pandas plotly python python3 pytorch recurrent-neural-networks scikit-learn seaborn state-space-search streamlit

Last synced: 27 Nov 2024

https://github.com/xmba15/obstacle_detection_stixelnet

stixelnet for obstacle region detection of road scenes

keras stixel stixelnet

Last synced: 27 Oct 2024

https://github.com/lyeoni/keras-mnist-cvae

autoencoder deep-learning generative-model keras mnist vae

Last synced: 06 Nov 2024

https://github.com/zmyzheng/3d-semantic-segmentation-for-scene-parsing

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

3d computer-vision keras neural-networks semantic-segmentation

Last synced: 09 Nov 2024

https://github.com/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 02 Nov 2024

https://github.com/chouffe/andrew-deeplearning-coursera

Deeplearning.ai - Andrew Ng - Coursera

andrew-ng coursera deep-learning keras machine-learning tensorflow

Last synced: 19 Nov 2024

https://github.com/margaretmz/gans-in-art-and-design

Colab notebooks for GAN tutorials.

art computer-vision deep-learning design gans generative generative-art keras tensorflow tensorflow2

Last synced: 06 Nov 2024

https://github.com/edgararuiz-zz/datadaymx

Plática y demostración de como integrar Tensorflow con R

ggplot2 keras r r2d3 recipes rmarkdown shiny tensorflow tidyverse

Last synced: 09 Nov 2024

https://github.com/sayakpaul/action-recognition-in-tensorflow

Contains additional materials for two keras.io blog posts.

action-recognition cnn-rnn keras sequence-models tensorflow transformers ucf-101 video-classification video-models

Last synced: 28 Dec 2024

https://github.com/ur-whitelab/maxent

MaxEnt code for fitting simulation outcomes/statistical models to observations

inference keras simulation

Last synced: 12 Nov 2024

https://github.com/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 28 Oct 2024

https://github.com/m-niemiec/captcha_solving_service

Captcha Solving Service is a mock-up SaaS that allows users to send their captcha images and receive solutions in simple text format. Project is divided into 4 parts. Scraping datasets for machine learning models, GUI for renaming collected images, captcha solving OCR and captcha solving API.

aws aws-ec2 docker docker-compose fastapi keras pillow postgresql py2app pytest python scrapy sqlalchemy tensorflow tkinter

Last synced: 13 Nov 2024

https://github.com/matcom/ml

Base machine learning image and environment.

docker keras machine-learning python sklearn tensorflow

Last synced: 08 Nov 2024

https://github.com/ryangawei/cnn-facial-expression-recognition

Facial Expression Recognition (FER) based on VGG16

computer-vision convolutional-neural-networks deep-learning facial-expression-recognition keras keras-tensorflow vgg16

Last synced: 09 Nov 2024

https://github.com/titu1994/keras-minimal-rnn

Keras implementation of MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks

keras minimal minimalrnn rnn

Last synced: 13 Oct 2024

https://github.com/bhky/nodding-pigeon

Detection and classification of head gestures in videos

gesture-classification gesture-detection keras machine-learning tensorflow2

Last synced: 01 Nov 2024

https://github.com/philipperemy/keras-sde-net

Keras implementation of SDE-Net (ICML 2020).

keras keras-tensorflow neural-networks sde-net tensorflow

Last synced: 23 Oct 2024

https://github.com/autonomio/wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

data-science deep-learning etl keras resampling transformation wrangling

Last synced: 06 Nov 2024

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo

Last synced: 29 Oct 2024

https://github.com/hourout/tensorview

Dynamic visualization training service in Jupyter Notebook for Keras, tf.keras and others.

jupyter-notebook keras pytorch tensorflow visualization

Last synced: 05 Nov 2024

https://github.com/innolitics/pre-trained-keras-example

Example on how to use pre trained networks on new classification problems.

example keras machine-learning pre-trained python3 tensorflow

Last synced: 29 Nov 2024

https://github.com/ayulockin/interpretabilitycnn

Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM

cam classification feature-visualization gradcam gradcam-visualization keras tensorflow

Last synced: 23 Oct 2024

https://github.com/jackgoh/whatfood

Food classification using deep learning

convolutional-neural-networks deep-learning food-classification image-classification keras

Last synced: 28 Oct 2024

https://github.com/rodrigobressan/keras_boston_housing_price

Keras 101: A simple Neural Network for House Pricing regression

boston-housing-price-prediction jupyter-notebook keras model-explanation shap

Last synced: 06 Nov 2024

https://github.com/howl-anderson/tf_crf_layer

CRF(Conditional Random Field) Layer for TensorFlow 1.X with many powerful functions

conditional-random-fields crf keras keras-layer keras-tensorflow tensorflow tensorflow-layers

Last synced: 29 Oct 2024

https://github.com/yashk2810/predicting-next-character-using-rnn

Uses RNN on the Nietzsche dataset

keras lstm rnn

Last synced: 23 Oct 2024

https://github.com/chinmayrane16/mnist-digit-recognizer-cnn-keras-99.66

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

cnn confusion-matrix deep-learning keras matplotlib mnist-dataset neural-networks

Last synced: 27 Oct 2024

https://github.com/ipazc/lstm_autoencoder

LSTM Autoencoder that works with variable timesteps

autoencoder deep-learning keras lstm series timesteps variable

Last synced: 14 Oct 2024

https://github.com/pedro-r-marques/keras-opt

Keras Scipy optimize interface

keras optimization scipy

Last synced: 11 Nov 2024

https://github.com/nksaraf/lepton-footprint-extraction

Automated building polygon extraction from satellite imagery

automation building-footprints keras pipeline-framework tensorflow vision

Last synced: 15 Oct 2024

https://github.com/kumar-shridhar/cnn_architectures

Keras Implementation of major CNN architectures

convolutional-neural-networks densenet-keras inception-resnet-v2 keras resnet-50

Last synced: 14 Oct 2024

https://github.com/lyeoni/keras-mnist-vae

autoencoder deep-learning generative-model keras mnist vae

Last synced: 06 Nov 2024

https://github.com/rickiepark/dl-illustrated

<딥러닝 일러스트레이티드>(시그마프레스, 2021)의 코드 저장소

cnn deep-learning dnn gan keras reinforcement-learning rnn tensorflow

Last synced: 21 Dec 2024

https://github.com/zackakil/understanding-recurrent-convolutional-neural-networks

Using synthetically generated video data to learn how/when R-CNNs can outperform CNNs.

cnn convolutional-neural-networks keras rcnn rnn tensorflow

Last synced: 13 Nov 2024

https://github.com/jonnoftw/keras_find_lr_on_plateau

Keras Callback to Automatically Adjust the learning rate when it stops improving

keras learning-rate-scheduling

Last synced: 23 Oct 2024

https://github.com/snlpatel001213/algorithmia

cnn convolution convolutional-neural-networks image keras learning lstm machine python

Last synced: 27 Oct 2024

https://github.com/farhansadaf/face-mask-detection

Real-time face mask detection.

computer-vision haarcascade-frontalface keras mtcnn-face-detection

Last synced: 11 Nov 2024

https://github.com/soroushj/keras-balanced-batch-generator

A Keras-compatible generator for creating balanced batches

keras machine-learning machine-learning-algorithms

Last synced: 15 Nov 2024

https://github.com/determined-ai/determined-examples

Example ML projects that use the Determined library.

deep-learning distributed-training hyperparameter-tuning keras machine-learning ml-infrastructure pytorch tensorflow

Last synced: 17 Nov 2024

https://github.com/zabir-nabil/imagebert-keras

Keras implementation of ImageBERT from Microsoft

image-text imagebert keras

Last synced: 02 Dec 2024

https://github.com/gjbex/machine-learning-with-python

Repository for participants of the "Machine learning with Python" training

deep-learning keras machine-learning python python-training scikit-learn training

Last synced: 22 Nov 2024

https://github.com/zabir-nabil/covid19-few-shot-learning

cnn-keras coronavirus coronavirus-dataset coronavirus-real-time covid-19 covid19 few-shot-learning keras siamese-network tensorflow x-ray

Last synced: 02 Dec 2024

https://github.com/chachamatcha/DL_Text_Classification

Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.

benchmark benchmarks deep-learning deep-learning-tutorial deep-neural-networks gpu kaggle kaggle-competition keras keras-tutorials natural-language-processing nlp python tensorflow-gpu text text-classification text-processing toxic-comment-classification tutorial

Last synced: 27 Nov 2024

https://github.com/fujikosu/aml-keras-image-recognition

A sample Azure Machine Learning project for Transfer Learning-based custom image recognition by utilizing Keras.

azure-machine-learning image-recognition keras transfer-learning

Last synced: 30 Nov 2024

https://github.com/iamVarunAnand/image_classification

Pushing CIFAR-10 SOTA using ResNets.

cifar10 image-classification keras resnet tensorflow2

Last synced: 15 Nov 2024

https://github.com/evenchange4/nextjs-tfjs-cnn

🐕 🐈 Classifier using Keras VGG16 transfer learning with kaggle dataset.

keras nextjs notebook-jupyter react tensorflow-js transfer-learning vgg16

Last synced: 27 Oct 2024

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 06 Nov 2024

https://github.com/sayakpaul/revisiting-pooling-in-cnns

Implements RNNPool and SoftPool for CNNs.

computer-vision information-loss keras pooling tensorflow

Last synced: 28 Dec 2024

https://github.com/sondosaabed/image-modeling-with-keras

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

cnn deep-learning image-analysis image-processing keras matplotlib python scipy

Last synced: 06 Nov 2024

https://github.com/wkirgsn/deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

bayesian-optimization convolutional-neural-networks deep-learning electric-motor electric-vehicles keras machine-learning recurrent-neural-networks regression temperature-monitoring time-series

Last synced: 11 Oct 2024

https://github.com/tillbeemelmanns/tfops-aug

TFOps-Aug: Implementation of policy-based image augmentation techniques based on TF2 Operations. All augmentations as efficient Tensorflow 2.11.0 operations. Easy integration into a tf.data API pipeline.

augmentation-libraries augmentation-methods augmentation-operation augmentation-policy google-autoaugment keras tf2

Last synced: 16 Nov 2024

https://github.com/ibm/max-resnet-50

Identify objects in images using a first-generation deep residual network.

docker-image keras machine-learning machine-learning-models

Last synced: 09 Nov 2024

https://github.com/hrolive/applications-of-ai-for-anomaly-detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost

Last synced: 09 Nov 2024

https://github.com/sun1638650145/crnn

An AutoML for CRNN, you can perform captcha recognition with just a few lines of code.

captcha-solver crnn ctc keras ocr pipeline tensorflow

Last synced: 06 Nov 2024

https://github.com/ypwhs/cam

deep-learning ios jupyter-notebook keras

Last synced: 24 Oct 2024

https://github.com/soumik12345/adventures-with-gans

Showcasing various fun adventures with GANs

deep-learning gan generative-adversarial-network keras neural-network pytorch tensorflow

Last synced: 24 Oct 2024

https://github.com/sshh12/conv-vad

A packaged convolutional voice activity detector for noisy environments.

convolutional-neural-networks keras melspectrogram vad voice-activity-detection

Last synced: 27 Oct 2024

https://github.com/facundoq/edunn

Learn how modern, modular Neural Networks work by implementing a PyTorch/Keras-like framework.

framework keras neural-networks numpy pytorch

Last synced: 11 Oct 2024

https://github.com/kmkolasinski/receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

cnn keras tensorflow

Last synced: 29 Oct 2024

https://github.com/sushant-hiray/scala-python-example

Example to demonstrate using keras library via jep in scala

keras python scala tutorial

Last synced: 01 Nov 2024

https://github.com/accurat/ackeras

AutoML library for Accurat, based on AutoKeras and Scikit-Learn.

automl keras python3

Last synced: 14 Oct 2024

https://github.com/jmaces/keras-adf

Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

deep-learning deep-neural-networks keras machine-learning probabilistic-models tensorflow

Last synced: 20 Oct 2024

https://github.com/ma7555/kerasgen

A Keras/Tensorflow compatible image data generator for TripletLoss

data-generation data-generator data-generators data-science keras keras-tensorflow tensorflow triplet triplet-loss triplet-neural-network

Last synced: 23 Oct 2024

https://github.com/IBM/MAX-ResNet-50

Identify objects in images using a first-generation deep residual network.

docker-image keras machine-learning machine-learning-models

Last synced: 18 Nov 2024

https://github.com/ahmetfurkandemir/semantic-segmentation-with-u-net

Semantic segmentation on earthquake data with U-net

keras keras-tensorflow segmentation semantic-segmentation tensorflow unet unet-keras unet-segmentation

Last synced: 16 Nov 2024

https://github.com/ra101/kisssolver

An A.I. C.A.P.T.C.H.A. Solver browser-extension for KissAnime written in JavaScript with help of python.

ai anime captcha cnn convolutional-neural-networks deep-learning deep-neural-networks haar-cascade haar-cascade-classifier javascript keras kissanime opencv opencv-js opencv-python python tensorflow tensorflowjs

Last synced: 05 Jan 2025

https://github.com/genfifth/cvopt

Machine learning's parameter search and feature selection module which is integrated log management and visualization.

bayesian-optimization deep-learning feature-selection hyperopt hyperparameter-optimization integrated-visualization keras logmanagement machine-learning python scikit-learn

Last synced: 13 Oct 2024

https://github.com/mrgloom/kaggle-sea-lions-solution

NOAA Fisheries Steller Sea Lion Population Count

convolutional-neural-networks kaggle keras

Last synced: 15 Oct 2024

https://github.com/yashk2810/neural-style-transfer

Using CNN to achieve style transfer

deep-learning keras style-transfer tensorflow

Last synced: 23 Oct 2024

https://github.com/angulartist/keras-hdf5-imagedatagenerator

Blazing fast HDF5 Image Generator for Keras :zap:

h5py hdf5 keras

Last synced: 11 Oct 2024

https://github.com/angulartist/Keras-HDF5-ImageDataGenerator

Blazing fast HDF5 Image Generator for Keras :zap:

h5py hdf5 keras

Last synced: 02 Nov 2024

https://github.com/znck/mitosis-detection

Deeply Learnt Models :p

deep-learning keras machine-learning mitosis mitosis-detection

Last synced: 16 Nov 2024

https://github.com/tanyachutani/squeeze-and-excitation-networks-resnet50-tf2.0

A Tensorflow 2.0 implementation of Squeeze and Excitation ResNet50 Networks (SEResNet)

imagenet keras resnet resnet-50 se-resnet senet tensorflow tf2

Last synced: 11 Nov 2024

https://github.com/foxpace/besafebox_android_app

Fall detection Android app

acceleration collapse cpp-android fall-detection java-android keras kotlin-android machine-learning signal-processing sklearn tensorflow

Last synced: 06 Nov 2024

https://github.com/sayakpaul/handwriting-recognizer-in-keras

This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.

deep-learning handwriting-recognition iam-dataset keras ocr vision

Last synced: 28 Dec 2024

https://github.com/autonomio/signs

A suite of tools for text preparation, vectorization and processing for deep learning with Keras.

embeddings fasttext gensim glove keras spacy word2vec

Last synced: 14 Oct 2024

https://github.com/sayakpaul/adversarial-examples-in-deep-learning

Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).

adversarial-examples adversarial-training keras neural-structured-learning tensorflow

Last synced: 28 Dec 2024

https://github.com/zpettry/ai-autoencoder-for-http-log-anomaly-detection

AI: Autoencoder for HTTP Log Anomaly Detection

ai autoencoder deep-learning ipynb keras neuralnetwork tensorflow

Last synced: 11 Oct 2024

https://github.com/rstudio/sparktf

R interface to Spark TensorFlow Connector

apache-spark keras r rstats sparklyr sparklyr-extension tensorflow

Last synced: 10 Nov 2024

https://github.com/vzhou842/easy-vqa-demo

A Web-based Javascript Demo of an easy-VQA model.

demo-app easy-vqa keras react tensorflowjs vqa

Last synced: 30 Oct 2024