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GitHub topics: categorical-cross-entropy

cjunwon/ODAQ-SDA

Applying Categorical Exploratory Data Analysis (CEDA) methods to study audio quality perception

Language: Jupyter Notebook - Size: 923 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

mkgeiger/neural-network

Simple neural-network supporting most importent features like Convolutional-/Fully Connected network completely written in Ansi C

Language: C - Size: 65.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

sushant1827/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

Language: Jupyter Notebook - Size: 6.59 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 3

umbertogriffo/focal-loss-keras

Binary and Categorical Focal loss implementation in Keras.

Language: Python - Size: 101 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 278 - Forks: 67

chandra-ps612/plant_diseases_classification_model

Computer Vision and Deep Learning

Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

nmcintyre5/numberPredictions

This script trains a convolutional neural network (CNN) to classify handwritten digits.

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

arasgungore/multiclass-classification-using-ensemble-learning

Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.

Language: Jupyter Notebook - Size: 87.2 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

GvHemanth/Gesture-Control---Conv3D-RNN-LSTM

Transform TV control with Gesture Recognition! Enable intuitive interaction with smart TVs using gestures built using Conv3D, CNN & RNN

Language: Jupyter Notebook - Size: 19 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

theMoro/NeuralNetworkProjects

Neural Network from Scratch

Language: Python - Size: 18.9 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

MEGARAJAN-S/ARTIFICIALNEURALNETWORK

This project is about building a artificial neural network using pytorch library. I am sharing the code and output for my project.

Language: Python - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

kawthar-eltarr/Wine-Recognition

Language: Jupyter Notebook - Size: 5.83 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

jaiminjariwala/Image-classification-Keras.CIFAR10-dataset

Image_Classification_CIFAR10_Dataset

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

marcbelmont/hierarchical-categories-loss-tensorflow

A loss function for categories with a hierarchical structure.

Language: Python - Size: 105 KB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 26 - Forks: 2

abhiram-ds/driver_distration_detection_mobilenetv2_lstm

Real-time driver distraction detection using time-distributed convolutional LSTM network for mobile platforms

Language: Jupyter Notebook - Size: 141 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

AshishBodhankar/MNIST_classification_Tensorflow_no_keras

Understanding the performance of different neural network architectures on the MNIST handwritten digits dataset, implemented in Tensorflow.

Language: Jupyter Notebook - Size: 237 KB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

vi-hna-ja/Pneumonia-Detection

Detecting Pneumonia in Chest X-ray Images using CNNs and Pre-trained Models in Tensorflow

Language: Jupyter Notebook - Size: 510 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

sushant1827/Dog-Breed-Classifier

Deep Learning Nanodegree Project : Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied with an image of a human, the code will identify the resembling dog breed.

Language: Jupyter Notebook - Size: 1.01 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

ltfschoen/aind2-dl

AIND Jupyter Notebook to predict student admissions using Keras Neural Networks

Language: Jupyter Notebook - Size: 138 KB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

Related Keywords
categorical-cross-entropy 18 adam-optimizer 7 deep-learning 6 tensorflow 5 keras 5 deep-neural-networks 4 sigmoid 3 neural-network 3 keras-neural-networks 3 convolutional-neural-network 3 loss-functions 3 convolutional-neural-networks 3 softmax 3 transfer-learning 3 splitting 2 cnn 2 classification 2 python3 2 neural-networks 2 categorical-data 2 lstm 2 relu-activation 2 leaky-relu 2 torchvision 2 image-classification 2 python 2 lstm-neural-networks 1 mobilenetv2 1 rnn 1 pytorch 1 time-distributed 1 custom-tensorflow 1 gradienttape 1 optimizer 1 mnist 1 crossentropyloss 1 torch 1 lstm-model 1 keras-tensorflow 1 image-transformations 1 driver-distraction-detection 1 data-augmentation 1 action-recognition 1 multilabel-classification 1 loss 1 cifar-10 1 multilayer-perceptron-network 1 accuracy-metrics 1 sparse-categorical-cross-entropy 1 training-set-generator 1 stochastic-gradient-descent 1 scatter-plot 1 pandas-dataframes 1 one-hot-encode 1 normalize 1 multi-layer-perceptron 1 matplotlib-figures 1 error-functions 1 data-cleaning 1 cross-entropy 1 xception-model 1 vgg16 1 validation-loss 1 rmsprop 1 resnet-50 1 preprocessing 1 dog-breed-classifier 1 dog-breed 1 detect-faces 1 cnn-architecture 1 bottleneck-features 1 accuracy 1 pneumonia-detection 1 inceptionv3 1 f1-score 1 deeplearning 1 covid-19 1 tensorflow-models 1 sequential-models 1 regularization 1 mnist-handwriting-recognition 1 artificial-neural-networks 1 kaggle-notebook 1 kaggle-dataset 1 fine-tuning 1 efficientnet 1 cross-entropy-loss 1 binary-classification 1 subplots 1 reshaping 1 model-evaluation 1 maxpooling 1 keras-classification-models 1 dropout 1 conv2d 1 classification-report 1 tanh 1 softsign 1 softmax-layer 1 sgd-optimizer 1