keras-classification-models

There are 6 repositories under keras-classification-models topic.

google / magika
Detect file content types with deep learning
deep-learning filetype keras-classification-models keras-models mime-types
Language:Python 7324
titu1994 / Keras-Classification-Models
Collection of Keras models used for classification
residual-networks keras-models keras-classification-models deep-learning keras
Language:Python 317
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
dkeras
dkeras-project / dkeras
Distributed Keras Engine, Make Keras faster with only one line of code.
machine-learning keras keras-tensorflow distributed-deep-learning deep-learning tensorflow ray python distributed parallel-computing neural-network deep-neural-networks distributed-systems keras-models keras-neural-networks keras-classification-models tensorflow-models distributed-keras-engine plaidml data-parallelism
Language:Python 192
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 133
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
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
deep-learning machine-learning machine-learning-algorithms aprendizado-de-maquina ciencia-de-dados scikit-learn data-science tensorflow tensorflow-tutorials keras-neural-networks keras-classification-models keras-models keras-layer scikitlearn-machine-learning pandas-dataframe pandas-python scipy numpy
Language:Jupyter Notebook 92
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!
keras pytorch keras-tutorials pytorch-tutorials alien predator keras-neural-networks keras-models keras-classification-models pytorch-tutorial pytorch-cnn pytorch-implementation
Language:Jupyter Notebook 47
benckx / dnn-movie-posters
Classify movie posters by genre
cnn cnn-classification keras tensorflow tensorflow-examples keras-tutorials keras-classification-models movies tutorial machine-learning ai machine-learning-tutorial
Language:Python 46
netrapathak / Offline-Signature-Verification
Implemented two papers for offline signature verification. Both use different deep learning techniques - Convolutional network and Siamese network.
keras keras-neural-networks keras-classification-models convolutional-neural-networks siamese-network
Language:Python 24
swainshashwat / Audio-Classification-using-Deep-Learning
Classifying 10 different categories of Sound using Deep Learning.
deep-learning deep-neural-networks audio-processing keras keras-classification-models python3
Language:Jupyter Notebook 23
AziziShekoofeh / Time-series-Classification
Classification of Time-series data with RNN
time-series-classification keras-classification-models keras-rnn recurrent-neural-networks lstm-keras rnn-tensorflow series-classification prostate-cancer-detection series-data
Language:Python 19
two-path-noise-lab-plant-disease
joaopauloschuler / two-path-noise-lab-plant-disease
Source code for the paper "Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches".
cielab keras-neural-networks plantvillage plantvillage-dataset keras-models keras-cnn keras-deep-learning keras-jupyter-notebook keras-notebooks keras-inception cielab-space keras-classification-model keras-classification-models keras-model plant-disease plant-disease-classification plant-disease-detection plant-disease-diagnosis plant-disease-identification plant-disease-monitoring
Language:Jupyter Notebook 18
spider
instautils / spider
Make a graph network of your followers. Based on username and gender
neural-network instagram-bot keras-classification-models graph-database iranian
Language:Python 17
ar-ms / lstm-mnist
RNN classifier built with Keras to classify MNIST dataset
keras mnist-dataset lstm keras-classification-models image-classification recurrent-neural-networks
Language:Python 13
Image-Recognition
SandeepVashishtha / Image-Recognition
Identify and classify objects in real-time video streams using TensorFlow and OpenCV. This project is designed for applications like security systems, robotics, and interactive installations, combining the power of TensorFlow for deep learning with OpenCV's webcam interaction.
object-detection objectrecognition opencv python3 tensorflow collaborate image-classification imagerecognition keras-classification-models keras-tensorflow
Language:Python 12
two-branch-plant-disease
joaopauloschuler / two-branch-plant-disease
Source code for the paper "Color-aware two-branch DCNN for efficient plant disease classification".
keras-model keras-models keras-neural keras-neural-network keras-neural-networks cie-lab cielab cielab-space keras-classification-models keras-cnn keras-deep-learning keras-inception keras-jupyter-notebook keras-notebooks plantvillage plantvillage-dataset plant-disease plant-disease-classification plant-disease-detection plant-disease-diagnosis
Language:Jupyter Notebook 11
GiteshJ / Breast-Cancer-Phase-Detection
Detecting Brest Cancer from histology images using keras.
deep-learning densenet breast-cancer-histopathology keras-classification-models
Language:Python 10
rkshiyaniya / Multiple-Handwritten-Digit-Recognition
Multiple Handwritten Digit Recognition app Using Deep Learing - CNN from Canvas build on tkinter- GUI
deeplearning cnn-keras cnn tkinter-gui python3 machine-learning handwritten-digit-recognition keras-models opencv pillow handwritten-digits mnist tensorflow2 keras keras-classification-models
Language:Python 10
aliemamalinezhad / Android-Malware-Detection
Android malware classification using both .java files and .so files
android-malware-detection malware-detection deep-learning keras keras-models keras-classification-models deep-neural-networks keras-tensorflow
Language:Python 9
luca-parisi / quantum_relu
QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras
deep-neural-networks tensorflow keras relu relu-layer relu-activation activation activation-functions quantum quantum-algorithms quantum-machine-learning keras-tensorflow keras-neural-networks keras-models keras-classification-models neural-network neural-networks deep-learning
Language:Python 9
maghid / italian_fingerspelling_recognition
Dataset + convolutional neural network for recognizing Italian Sign Language (LIS) fingerspelling gestures
python machinelearning image-classification image-recognition keras keras-neural-networks keras-classification-models cnn cnn-keras cnn-classification sign-language sign-language-recognition-system sign-language-recognizer sign-language-recognition scikit-learn neural-networks
Language:Python 9
thakur-nandan / DeepLearningWithKeras
How to use the Keras Deep Learning library
binder binder-jupyter-notebook binder-ready binders deep-learning jupyter-notebook keras keras-classification-models keras-neural-networks keras-tensorflow machine-learning mnist mnist-classification neural-networks
Language:Jupyter Notebook 9
Prajwal10031999 / Cataract-Detection-using-VGG-19
A deep learning model built to detect cataract in human eyes using the VGG-19 pretrained weights
cataract-detection convolutional-neural-networks deep-learning keras-classification-models keras-tensorflow pretrained-weights retina-image-analysis retinal-fundus-images transfer-learning vgg19
Language:Jupyter Notebook 8
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 7
sushantdhumak / Fashion-Clothing-Classification
Kaggle Machine Learning Competition Project : In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset of Zalando's article images
classification subplots reshaping splitting keras keras-classification-models keras-neural-networks adam-optimizer categorical-cross-entropy model-evaluation classification-report conv2d maxpooling dropout
Language:Jupyter Notebook 7
asaldelkhosh / Pima-Indians
Implementing a keras model for diabetes recognition.
keras-classification-models keras-models keras-tensorflow deep-learning keras ocr tensorflow
Language:Python 6
MoinDalvs / Neural_Networks_Forest_Fire_Classification
PREDICT THE BURNED AREA OF FOREST FIRES WITH NEURAL NETWORKS
auc-roc-curve binary-classification classification dropout-layers epochs hyperparameter-optimization hyperparameter-tuning keras-classification-models neural-networks tensorflow weight-initialization
Language:Jupyter Notebook 6
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 6
spatialaudio / classification_exercise
Multiclass classification example/exercise using deep neural networks (DNNs)
deep-learning deep-neural-networks open-education open-educational-resources jupyter-notebook audio-processing digital-signal-processing classification classifier tensorflow keras-classification-models structure-borne-sound audio-classification
Language:Jupyter Notebook 6
anjanatiha / Image-Recognition-using-Deep-Convolutional-Neural-Network
Image Recognition using Deep Convolutional Network and Training Pre-trained Models ("Inception")
machine-learning classification supervised-learning deep-learning deep-neural-networks convolutional-neural-networks tensorflow keras keras-models keras-classification-models image-classification image-recognition
Language:Jupyter Notebook 5
Face-Expression-Classification-CNN
officialpm / Face-Expression-Classification-CNN
🐵 Face Expression Classification using Convolutional-Neural Networks (CNN) 🔥 using fer2013 dataset 🚀
face-recognition facial-expression-recognition cnn-classification fer2013 keras-classification-models cnn keras keras-neural-networks
Language:Jupyter Notebook 5
easonlai / pneumonia_classification_challenge_databricks
This is sample repos for how to use Keras Tuner to perform hyper-parameter tuning in Databricks.
keras keras-tensorflow keras-neural-networks keras-classification-models keras-tuner hyperparameter-optimization hyperparameter-tuning databricks data-science machine-learning convolutional-neural-networks cnn-keras pneumonia-classification resnet-50 neural-network
Language:Jupyter Notebook 4
prateeksawhney97 / Goa-Monument-Prediction
Deep Learning Model for classifying Monuments in Goa Using Keras
machine-learning deep-learning deep-neural-networks convolutional-neural-networks keras keras-classification-models
Language:HTML 4
sdas2k18-tech / SRGANs
Super-resolution using GANs. CNN, Image Classification and Image Upscaling.
cnn-keras cnn-model colab gans keras-classification-models super-resolution
Language:Python 4
ShettySach / Kannada-Digit-Recognizer-v1
Using a Convolutional Neural Network (CNN) to identify the Kannada numerical digits. Tensorflow (Keras) is used to create, train and load the neural network model. CustomTKinter/TKinter are used to provide the GUI and OpenCV is used to read input form the GUI.
cnn cnn-classification cnn-keras cnn-model convolutional-neural-networks kannada kannada-digit kannada-mnist keras keras-classification-models keras-neural-networks mnist tensorflow tensorflow2 customtkinter opencv tkinter digit-recognition-mnist digit-recognizer mnist-classification
Language:Jupyter Notebook 4

keras-classification-models

google / magika

titu1994 / Keras-Classification-Models

alexisbcook / ResNetCAM-keras

dkeras-project / dkeras

joaopauloschuler / k-neural-api

alexisbcook / keras_transfer_cifar10

danmorales / CursoDS_ProfDanilo

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

benckx / dnn-movie-posters

netrapathak / Offline-Signature-Verification

swainshashwat / Audio-Classification-using-Deep-Learning

AziziShekoofeh / Time-series-Classification

joaopauloschuler / two-path-noise-lab-plant-disease

instautils / spider

ar-ms / lstm-mnist

SandeepVashishtha / Image-Recognition

joaopauloschuler / two-branch-plant-disease

GiteshJ / Breast-Cancer-Phase-Detection

rkshiyaniya / Multiple-Handwritten-Digit-Recognition

aliemamalinezhad / Android-Malware-Detection

luca-parisi / quantum_relu

maghid / italian_fingerspelling_recognition

thakur-nandan / DeepLearningWithKeras

Prajwal10031999 / Cataract-Detection-using-VGG-19

dhanushkamath / CIFAR-10

sushantdhumak / Fashion-Clothing-Classification

asaldelkhosh / Pima-Indians

MoinDalvs / Neural_Networks_Forest_Fire_Classification

scottherford / IDC_BreastCancer

spatialaudio / classification_exercise

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

officialpm / Face-Expression-Classification-CNN

easonlai / pneumonia_classification_challenge_databricks

prateeksawhney97 / Goa-Monument-Prediction

sdas2k18-tech / SRGANs

ShettySach / Kannada-Digit-Recognizer-v1