categorical-cross-entropy

There are 2 repositories under categorical-cross-entropy topic.

umbertogriffo / focal-loss-keras
Binary and Categorical Focal loss implementation in Keras.
binary-classification categorical-cross-entropy cross-entropy-loss deep-learning deep-neural-networks keras loss-functions
Language:Python 278
marcbelmont / hierarchical-categories-loss-tensorflow
A loss function for categories with a hierarchical structure.
loss loss-functions tensorflow categorical-cross-entropy
Language:Python 26
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 8
arasgungore / multiclass-classification-using-ensemble-learning
Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.
categorical-cross-entropy convolutional-neural-network convolutional-neural-networks deep-learning deep-neural-networks ensemble-learning ensemble-model lightgbm machine-learning machine-learning-algorithms multiclass-classification ensemble-classifier ensemble-deep-learning ensemble-machine-learning jupyter-notebook bayessearchcv decision-trees financial-machine-learning kfold-cross-validation manifold-learning
Language:Jupyter Notebook 5
chandra-ps612 / plant_diseases_classification_model
Computer Vision and Deep Learning
efficientnet fine-tuning kaggle-dataset kaggle-notebook multi-class-classification python3 tensorflow2 transfer-learning categorical-cross-entropy softmax
Language:Jupyter Notebook 2
MEGARAJAN-S / ARTIFICIAL-NEURAL-NETWORK
This project is about building a artificial neural network using pytorch library. I am sharing the code and output for my project.
activation-functions adam-optimizer ai artificial-intelligence artificial-neural-networks categorical-cross-entropy categorical-data classification crossentropyloss neural-network neural-networks optimizer python python3 pytorch relu-activation softmax torch torchvision
Language:Python 2
abhiram-ds / driver_distration_detection_mobilenetv2_lstm
Real-time driver distraction detection using time-distributed convolutional LSTM network for mobile platforms
deep-learning deep-neural-networks lstm lstm-neural-networks lstm-model cnn rnn tensorflow mobilenetv2 action-recognition driver-distraction-detection time-distributed neural-networks data-augmentation image-transformations torchvision keras-tensorflow adam-optimizer categorical-cross-entropy transfer-learning
Language:Jupyter Notebook 1
Grace-Hephzibah / Automobile-Parts-Classifier
A CNN Architecture classifies 14 kinds of automobile parts.
adam-optimizer categorical-cross-entropy convolutional-neural-networks data-augmentation dense matplotlib max-pooling tensorflow
Language:Jupyter Notebook 1
Kammelleon / BrickColorPatternsRecognition
A deep learning project based on TensorFlow that recognizes color patterns of brick.
tensorflow categorical-cross-entropy deep-learning machine-learning neural-network python color-recognition pattern-recognition
Language:Jupyter Notebook 1
kawthar-eltarr / Wine-Recognition
categorical-cross-entropy deep-learning multilabel-classification multilayer-perceptron-network python sparse-categorical-cross-entropy
Language:Jupyter Notebook 1
mkgeiger / neural-network
Lightweight neural network library written in ANSI-C supporting prediction and backpropagation for Convolutional- and Fully Connected neural networks
adagrad adam-optimizer categorical-cross-entropy convolutional-neural-network fully-connected-network glorot-uniform image-classification leaky-relu mean-square-error momentum-optimization-algorithm neural-network relu-layer rmsprop-optimizer sgd-optimizer sigmoid softmax-layer softsign tanh backpropagation
Language:C 1
MNIST_classification_Tensorflow_no_keras
AshishBodhankar / MNIST_classification_Tensorflow_no_keras
Understanding the performance of different neural network architectures on the MNIST handwritten digits dataset, implemented in Tensorflow.
mnist-handwriting-recognition mnist tensorflow tensorflow-models sequential-models cnn categorical-cross-entropy gradienttape custom-tensorflow regularization
Language:Jupyter Notebook 0
Gesture-Control---Conv3D-RNN-LSTM
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
categorical-cross-entropy cnn-rnn conv3d deep-learning gesture-recognition image-data-generator lstm
Language:Jupyter Notebook 0
Donor-choose-application-screening-using-LSTM
imamitsingh / Donor-choose-application-screening-using-LSTM
Predict whether a DonorsChoose.org project proposal submitted by a teacher will be approved.
adam-optimizer auc-scores categorical-cross-entropy conv1d deep-neural-networks embeddings-word2vec exploratory-data-analysis functional-api keras-tensorflow lstm-neural-networks machine-learning nlp tensorboard-visualizations text-preprocessing tf-idf-vectorizer
Language:Jupyter Notebook 0
Kammelleon / BrickShapeRecognition
A neural network model based on TensorFlow that predicts shape of brick
categorical-cross-entropy cnn-model deep-learning python shape-recognition tensorflow
Language:PureBasic 0
nmcintyre5 / numberPredictions
This script trains a convolutional neural network (CNN) to classify handwritten digits.
adam-optimizer categorical-cross-entropy confusion-matrix convolutional-neural-networks image-classification keras
Language:Jupyter Notebook 0
cjunwon / ODAQ-SDA
Applying Categorical Exploratory Data Analysis (CEDA) methods to study audio quality perception
audio audio-processing categorical-cross-entropy categorical-data categorical-data-visualization hierarchical-clustering ranking
Language:Jupyter Notebook
lmizner / codecademy_heart_failure_classification
categorical-cross-entropy classification column-transformer keras label-encoding neural-network one-hot-encoding sequential-models sklearn tensorflow
Language:Python
ltfschoen / aind2-dl
AIND Jupyter Notebook to predict student admissions using Keras Neural Networks
keras-neural-networks pandas-dataframes matplotlib-figures scatter-plot multi-layer-perceptron one-hot-encode normalize data-cleaning splitting training-set-generator stochastic-gradient-descent loss-functions error-functions categorical-cross-entropy cross-entropy sigmoid
Language:Jupyter Notebook
sushantdhumak / 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.
accuracy bottleneck-features categorical-cross-entropy cnn-architecture convolutional-neural-network deep-neural-networks detect-faces dog-breed dog-breed-classifier keras keras-neural-networks preprocessing resnet-50 rmsprop transfer-learning validation-loss vgg16 xception-model
Language:Jupyter Notebook
vi-hna-ja / Pneumonia-Detection
Detecting Pneumonia in Chest X-ray Images using CNNs and Pre-trained Models in Tensorflow
deeplearning pneumonia-detection tensorflow convolutional-neural-networks covid-19 inceptionv3 adam-optimizer categorical-cross-entropy f1-score
Language:Jupyter Notebook

categorical-cross-entropy

umbertogriffo / focal-loss-keras

marcbelmont / hierarchical-categories-loss-tensorflow

sushantdhumak / Fashion-Clothing-Classification

arasgungore / multiclass-classification-using-ensemble-learning

chandra-ps612 / plant_diseases_classification_model

MEGARAJAN-S / ARTIFICIAL-NEURAL-NETWORK

abhiram-ds / driver_distration_detection_mobilenetv2_lstm

Grace-Hephzibah / Automobile-Parts-Classifier

Kammelleon / BrickColorPatternsRecognition

kawthar-eltarr / Wine-Recognition

mkgeiger / neural-network

AshishBodhankar / MNIST_classification_Tensorflow_no_keras

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

imamitsingh / Donor-choose-application-screening-using-LSTM

Kammelleon / BrickShapeRecognition

nmcintyre5 / numberPredictions

cjunwon / ODAQ-SDA

lmizner / codecademy_heart_failure_classification

ltfschoen / aind2-dl

sushantdhumak / Dog-Breed-Classifier

vi-hna-ja / Pneumonia-Detection