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categorical-cross-entropy

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sushantdhumak / Fashion-Clothing-Classification

Star 8

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

keras splitting dropout classification keras-classification-models maxpooling keras-neural-networks model-evaluation classification-report adam-optimizer categorical-cross-entropy conv2d subplots reshaping
  • Updated Nov 21, 2019
  • Jupyter Notebook

arasgungore / multiclass-classification-using-ensemble-learning

Star 5

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

machine-learning deep-neural-networks deep-learning machine-learning-algorithms jupyter-notebook lightgbm ensemble-learning convolutional-neural-networks decision-trees convolutional-neural-network manifold-learning ensemble-model multiclass-classification ensemble-classifier categorical-cross-entropy kfold-cross-validation ensemble-machine-learning financial-machine-learning bayessearchcv ensemble-deep-learning
  • Updated Nov 28, 2023
  • Jupyter Notebook

MEGARAJAN-S / ARTIFICIAL-NEURAL-NETWORK

Star 2

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

python ai neural-network optimizer torch python3 pytorch artificial-intelligence neural-networks classification artificial-neural-networks softmax adam-optimizer categorical-cross-entropy categorical-data activation-functions torchvision relu-activation crossentropyloss
  • Updated Jul 3, 2023
  • Python

abhiram-ds / driver_distration_detection_mobilenetv2_lstm

Star 1

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

deep-neural-networks deep-learning tensorflow cnn lstm neural-networks rnn lstm-model transfer-learning data-augmentation action-recognition lstm-neural-networks keras-tensorflow image-transformations adam-optimizer categorical-cross-entropy mobilenetv2 torchvision time-distributed driver-distraction-detection
  • Updated Mar 17, 2021
  • Jupyter Notebook

mkgeiger / neural-network

Star 1

Lightweight neural network library written in ANSI-C supporting prediction and backpropagation for Convolutional- and Fully Connected neural networks

neural-network image-classification convolutional-neural-network backpropagation adagrad fully-connected-network sigmoid tanh leaky-relu adam-optimizer categorical-cross-entropy softmax-layer relu-layer sgd-optimizer mean-square-error momentum-optimization-algorithm softsign glorot-uniform rmsprop-optimizer
  • Updated Feb 24, 2025
  • C

sushantdhumak / Dog-Breed-Classifier

Star 0

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.

deep-neural-networks keras accuracy transfer-learning preprocessing vgg16 convolutional-neural-network keras-neural-networks detect-faces rmsprop resnet-50 cnn-architecture categorical-cross-entropy xception-model dog-breed bottleneck-features dog-breed-classifier validation-loss
  • Updated Nov 10, 2019
  • Jupyter Notebook

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