keras-visualization

There are 7 repositories under keras-visualization topic.

livelossplot
stared / livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
deep-learning jupyter-notebook keras keras-visualization pytorch
Language:Python 1296
philipperemy / keract
Layers Outputs and Gradients in Keras. Made easy.
keras keras-neural-networks keras-tutorials keras-visualization deep-learning visualize-activations mnist multi-inputs machine-learning
Language:Python 1040
keisen / tf-keras-vis
Neural network visualization toolkit for tf.keras
activation-maximization saliency-maps visualization keras keras-visualization saliency tensorflow gradcam-plus-plus score-cam grad-cam keras-vis gradcam explainability explainable-ai explainable-ml deep-learning python xai xai-library
Language:Python 311
alexisbcook / ResNetCAM-keras
Keras implementation of a ResNet-CAM model
keras cnn resnet-50 resnet localization cnn-keras cnn-model cnns localisation image-analysis classification image-classification keras-neural-networks keras-tensorflow keras-visualization keras-models keras-classification-models
Language:Python 280
k-neural-api
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.
keras-tensorflow keras-implementations keras-neural-networks keras-models keras-classification-models parameter-efficient parameter-efficient-learning keras-examples keras-layer keras-visualization keras-generators keras-deep-learning keras-image-classifier keras-deep-dream keras-neural-network keras-tutorial keras-image-augmentation keras-tutorials machine-learning-api
Language:Python 132
alexisbcook / keras_transfer_cifar10
Object classification with CIFAR-10 using transfer learning
keras keras-neural-networks keras-models keras-classification-models keras-visualization images image-classification classification classifier classification-algorithm cnn cnn-keras cnn-model cnn-architecture convolutional-neural-networks convolutional-networks tsne tsne-algorithm visualization transfer-learning
Language:Jupyter Notebook 130
stared / keras-sequential-ascii
ASCII summary for simple sequential models in Keras
ascii convnet deep-learning keras keras-visualization sequential-models
Language:Jupyter Notebook 123
yashk2810 / MNIST-Keras
Using various CNN techniques on the MNIST dataset
convolutional-neural-networks keras keras-visualization mnist
Language:Jupyter Notebook 43
cbaziotis / keras-utilities
Utilities for Keras - Deep Learning library
keras-layer keras-callback keras-visualization
Language:Python 31
mahyar-amiri / keras-visualizer
A Keras Model Visualizer
keras-visualizer keras-visualization neural-network-visualizations keras python tensorflow visualization
Language:Python 25
gallettilance / kviz
https://pypi.org/project/kviz/ Visualization library for keras neural networks. Contributions welcome
decision-boundary gif keras keras-vis keras-visualization keras-visualizer neural-network-visualization neural-network-visualizations neural-networks neural-networks-visualization tensorflow-visualizations
Language:Python 18
Hourout / beefly
Dynamic visualization training service in Jupyter Notebook for Keras tf.keras and others.
jupyter-notebook keras keras-visualization deep-learning
Language:Jupyter Notebook 12
RohitMidha23 / Neural-Network-Decision-Boundary
data-visualization keras keras-models keras-neural-networks keras-tensorflow keras-visualization matplotlib matplotlib-figures numpy sklearn
Language:Python 10
yuvalailer / nnplot
:tv: A Python library for pruning and visualizing Keras Neural Networks' structure and weights
neural-network neural-networks neural-network-architectures neural-network-python visualization visualization-tools weights-visualization pruning keras-visualization keras-neural-networks xai xai-library explainable-ai explainable-ml explainable-artificial-intelligence explainable-deepneuralnetwork explainable
Language:Python 10
BaseMax / ImageRecognition
Recognition of the images includes train and tests based on Python.
recognition recognition-color recognition-demo recognition-neural-network image-recognition artificial-intelligence image-processing image-processing-python image-processing-programming keras-tensorflow keras keras-neural-networks keras-models keras-tutorials keras-visualization image-processor image-procesing image-processing-opencv
Language:Python 9
dhanushkamath / CIFAR-10
An IPython notebook demonstrating the process of Transfer Learning using pre-trained Convolutional Neural Networks with Keras on the popular CIFAR-10 Image Classification dataset.
machine-learning computer-vision artificial-intelligence data-visualization deep-learning deep-neural-networks keras keras-neural-networks keras-classification-models keras-tutorials keras-visualization tensorflow tensorflow-tutorials tensorflow-examples transfer-learning bottleneck-features python python3 classification image-classification
Language:Jupyter Notebook 8
soms98 / Stock-Price-Prediction-Time-Series-LSTM-Model-Keras-Tensorflow
This is a model that has been trained on historical data obtained from Yahoo Finance. The data set comprises of all data records starting from the launch date of this stock in India (1996). This model aims to pick up key trends in the stock price fluctuations based on Time Series mapping. It is able to render predictions for the upcoming time period. The accuracy as obtained on the training data-set is about 90 percent and it successfully demonstrates key trends. It can be simulated on any stock in the market provided their historical data is made available. (One could use the yfinance API or download manually). Keras is used extensively along with Tensorflow for training. The model features 100 epochs of Base size 64. The training time depends on the hardware being used by the user. It is advisable to be performed on Google Colaboratory. For any issues/suggestions write to somshankar97@gmail.com
keras-tensorflow keras-visualization keras-models tensorflow2 stock-market stock-prediction stock-price-prediction api-rest time-series-analysis lstm financial-markets prediction-model predictive-modeling machine-learning-algorithms machine-learning-finance time-series-econometrics time-series-forecasting lstm-forex-prediction lstm-keras
Language:Jupyter Notebook 8
scottherford / IDC_BreastCancer
Breast cancer is the most common form of cancer in women, and invasive ductal carcinoma (IDC) is the most common form of breast cancer. Accurately identifying and categorizing breast cancer subtypes is an important clinical task, and automated methods can be used to save time and reduce error. The goal of this script is to identify IDC when it is present in otherwise unlabeled histopathology images. The dataset consists of approximately five thousand 50x50 pixel RGB digital images of H&E-stained breast histopathology samples that are labeled as either IDC or non-IDC. These numpy arrays are small patches that were extracted from digital images of breast tissue samples. The breast tissue contains many cells but only some of them are cancerous. Patches that are labeled "1" contain cells that are characteristic of invasive ductal carcinoma. For more information about the data, see https://www.ncbi.nlm.nih.gov/pubmed/27563488 and http://spie.org/Publications/Proceedings/Paper/10.1117/12.2043872.
deep-learning deep-neural-networks breastcancer-classification breast-cancer-histopathology breast-cancer keras keras-models keras-classification-models keras-visualization convolutional-neural-networks image-classification image-processing
Language:Jupyter Notebook 7
jfilter / deep-plots
📉 Visualize your Deep Learning training in static graphics
deep-learning-visualization static-visualization accuracy loss plot graph keras-visualization python plotnine learning-curves metrics
Language:Python 5
maphdev / Deep_Visualization_Neural_Networks_Web_app
Easy way to visualize convolutional neural networks, through two visualizations : Reason & MaxOut. Final version : web app.
university-project deep-learning neural-networks visualization python tensorflow h5py keras keras-tensorflow keras-neural-networks keras-visualization keras-vis flask flask-backend flask-application
Language:Python 5
wikke / Kaggle-Dogs-vs-Cats
Dogs-vs-Cats image classification
kaggle kaggle-competition keras transfer-learning vgg16 keras-neural-networks keras-models keras-classification-models keras-visualization
Language:Jupyter Notebook 5
ellolo / visual-keras
Visualization techiques for deep learning neural networks using Keras
machine-learning deep-learning deep-neural-networks keras keras-visualization saliency-map saliency grad-cam smooth-grad cnn-visualization-technique cnn-visualization
Language:Jupyter Notebook 3
DeepRoboticsResearch / AutoDL
A Deep Learning Automation Framework Library based on keras, sklearn for the automation of the machine learning and deeplearning algorithms training.testing,metrics,comparative analysis and visualisations
autodl automation automationframework deepllearning keras keras-visualization sklearn-library
2
X-Ray_Bone_Classifier
b-tao / X-Ray_Bone_Classifier
Convolutional Neural Network Architecture to classify Bone Fractures from X-Ray Images
jupyter-notebook keras keras-neural-networks machine-learning deep-learning keras-layer keras-models keras-tuner keras-visualization x-ray x-ray-images x-ray-imaging x-rays
Language:Jupyter Notebook 1
nmcardoso / fitsbook-python
FitsBook Python Library. Tool for generating real-time machine learning training statistics and storing model histories. Direct integration with Keras Framework.
keras-visualization keras-callback keras machine-learning-visualization machine-learning deep-learning-visualization deep-learning python-library python python3 python-package data-visualization
Language:Python 1
abidmuin / TensorFlow-in-Practice-Specialization
TensorFlow in Practice Specialization
tensorflow-tutorials tensorflow-models keras-tensorflow keras-neural-networks keras-models keras-classification-models keras-implementations keras-visualization nlp lstm rnn-tensorflow cnn-keras time-series-analysis seasonality trend-analysis prediction deep-neural-networks artificial-intelligence machine-learning-coursera computer-vision
Language:Jupyter Notebook 0
drmerlot / Carnd-Behavioral-Cloning
Project 3 of Term 1 in the Udacity Self Driving Car Nanodegree
convolutional-neural-networks deep-learning self-driving-car udacity udacity-self-driving-car nanodegree behavioral-cloning predicting steering-angles attention lane-lines data-augmentation keras-visualization cnn-attention cnn interpreting image-generator keras
Language:Python 0
Edgar-La / Brain-Tumor-Classification
brain-tumor brain-tumor-classification classification cnn data-augmentation deep-learning efficentnet3d inception-resnet-v2 keras-visualization mobilenet resnet-50 transfer-learning vgg16
Language:Jupyter Notebook 0
Feramonics / OSHA
Open Source Health Analysis
health-informatics health-data healthcare deep-neural-networks artificial-intelligence keras-neural-networks keras-visualization keras
0
Sidd0511 / LSTM_rnn
keras-tensorflow lstm-neural-networks keras-visualization
Language:Python 0
TheNudibranch / Face-Recognition
This is a repository for the code and various numpy files that going along with the face recognition project.
deep-learning batch-normalization convolutional-neural-networks face-recognition numpy-files opencv mathematica matplotlib neural-network neural-networks neural-network-builder face-detection keras keras-tensorflow keras-implementations keras-neural-networks keras-visualization keras-classification-models facial-expression-recognition image-augmentation
Language:Mathematica 0
ArthDh / SpriteGAN
A keras implementation of DCGAN to generate Pokèmon sprites.
generative-adversarial-network pokemon keras keras-models keras-visualization dcgans gan gans
Language:Jupyter Notebook
Gonnuru / Basketball_Prediction
In this project I have used Advanced DeepLearning techniques with keras to predict the probability of win and lose of college basketball tournaments.
deep-learning keras modelstacking embedding keras-visualization regression keras-classification-models
Language:Jupyter Notebook
jbegaint / hualos
Keras Total Visualization project
keras deep-learning keras-visualization
Language:Python
maphdev / Deep_Visualization_Neural_Networks_Terminal
Easy way to visualize convolutional neural networks, through two visualizations : Reason & MaxOut. First Version : Terminal.
university-project deep-learning neural-networks visualization python tensorflow h5py keras keras-tensorflow keras-neural-networks keras-visualization keras-vis
Language:Python
nmcardoso / fitsbook
Fitsbook React WebApp. Tool for generating real-time machine learning training statistics and storing model histories. Direct integration with Keras.
keras-visualization keras deep-learning deep-learning-visualization machine-learning react github-pages real-time-visualisation
Language:JavaScript

keras-visualization

stared / livelossplot

philipperemy / keract

keisen / tf-keras-vis

alexisbcook / ResNetCAM-keras

joaopauloschuler / k-neural-api

alexisbcook / keras_transfer_cifar10

stared / keras-sequential-ascii

yashk2810 / MNIST-Keras

cbaziotis / keras-utilities

mahyar-amiri / keras-visualizer

gallettilance / kviz

Hourout / beefly

RohitMidha23 / Neural-Network-Decision-Boundary

yuvalailer / nnplot

BaseMax / ImageRecognition

dhanushkamath / CIFAR-10

soms98 / Stock-Price-Prediction-Time-Series-LSTM-Model-Keras-Tensorflow

scottherford / IDC_BreastCancer

jfilter / deep-plots

maphdev / Deep_Visualization_Neural_Networks_Web_app

wikke / Kaggle-Dogs-vs-Cats

ellolo / visual-keras

DeepRoboticsResearch / AutoDL

b-tao / X-Ray_Bone_Classifier

nmcardoso / fitsbook-python

abidmuin / TensorFlow-in-Practice-Specialization

drmerlot / Carnd-Behavioral-Cloning

Edgar-La / Brain-Tumor-Classification

Feramonics / OSHA

Sidd0511 / LSTM_rnn

TheNudibranch / Face-Recognition

ArthDh / SpriteGAN

Gonnuru / Basketball_Prediction

jbegaint / hualos

maphdev / Deep_Visualization_Neural_Networks_Terminal

nmcardoso / fitsbook