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dropout

Here are 226 public repositories matching this topic...

RuWang15 / caffe_pr

Customized Caffe for pseudo-random dropout

caffe dropout speedup pseudo-random

Updated Jan 4, 2018
C++

Z7zuqer / DropBlock-Caffe

Implementation of DropBlock: A regularization method for convolutional networks in Caffe.

caffe dropout regularization

Updated Nov 20, 2018
C++

machine_learning_smartnet_2

dserbano / machine_learning_smartnet_2

2nd Project of Course 'Machine Learning' of the SMARTNET programme. Taken at the National and Kapodistrian University of Athens.

python machine-learning dropout neural-networks classification convolutional-neural-networks support-vector-machines multi-label-classification convolutional radial-basis-function backpropagation-algorithm softmax tanh pooling sigmoid-function relu digit-classifier lecun

Updated Feb 28, 2020
Python

Grafit24 / DL-Framework-Numpy

Фреймворк глубоко обучения на Numpy, написанный с целью изучения того, как все работает под "капотом".

deep-learning algorithms numpy dropout batch-normalization mlp rmsprop adam-optimizer softmax-layer cross-entropy-loss nadam sigmoid-activation relu-activation

Updated Jan 29, 2023
Python

riccmon / Deep-Learning

Lab Sessions of the Deep Learning course - Master's degree in Artificial Intelligence at UniBo

deep-learning tensorflow keras transformers cnn recurrent-neural-networks feature-extraction dropout rnn segmentation convolutional-neural-networks transfer-learning data-augmentation keras-tensorflow fine-tuning overfitting fashion-mnist-dataset

Updated May 12, 2023
Jupyter Notebook

cnavneet / DIGICAM

Digitally recognizing numbers in real life images has been a tough problem in artificial intelligence for many decades. The problem stems from the seemingly endless variations on fonts, colors, spacings, locations etc that these numbers can take within an image.

android machine-learning deep-neural-networks deep-learning neural-network image-processing android-application artificial-intelligence dropout neural-networks deep-learning-algorithms image-classification artificial-neural-networks image-recognition regularization pooling max-pooling

Updated Jul 8, 2018
PureBasic

Iamsdt / DeployBNDegit

A web app where user can draw Bengali digit and the AI model can detect handwritten digit and predict the digit.

flask ai gunicorn pytorch dropout heroku-deployment cnn-classification relu pytorch-implementation bengali-digit

Updated May 1, 2023
Python

Manaliagarwal / Human-Activity-Recognition

Activity recognition aims to recognize the actions and goals of one or more agents from a series of observations on the agents' actions and the environmental conditions.

tensorflow numpy keras os pandas seaborn dropout lstm-model matplotlib sequential adam-optimizer dense sgd-optimizer

Updated Apr 21, 2021
Jupyter Notebook

KwokHing / TF2-Cifar10-CNN-Demo

Demo on performing multiclass image classification using Convolutional Neural Network (CNN) in Tensorflow 2. Techniques such as earlystopping, batchnormalizing and dropout are explored to prevent overfitting

tensorflow dropout vgg convolutional-layers tensorboard convolutional-neural-networks cifar10 cnn-classification savedmodel earlystopping tensorflow2 batchnormalization

Updated Jul 25, 2021
Jupyter Notebook

Arshpreet-Singh-1 / ai-machine-learning-for-coders

computer-vision tensorflow keras dropout convolutional-neural-networks transfer-learning image-augmentation image-data-generator

Updated Jun 18, 2022
Jupyter Notebook

applesoju / DeepNeuralNetworks-P

cnn dropout classification convolutional-layers convolution convolutional-neural-networks mri-images convolutional-neural-network max-pooling cnn-from-scratch dense-layer

Updated Jan 31, 2023
Python

Honolulu69 / Schiz

Neural Network aided diagnosis of Schizophrenia via patient-centered text Data

dropout ann schizophrenia text-datasets

Updated Dec 13, 2022
Python

Convolution-Pooling-Dropout-Scratch-code

ahmadali-jamali / Convolution-Pooling-Dropout-Scratch-code

Manual pure scratch code of Convolution-Pooling-Dropout

deep-learning image-processing dropout convolution convolutional-neural-networks image-segmentation pooling

Updated Mar 2, 2023
Python

EPSOFT / Keras-Convolutianl-Networks

Keras Convolutianl Networks

tensorflow ipython dropout matplotlib sequential activation flatten l2 dense conv2d batchnormalization maxpooling2d to-categorical keras-convolutianl-networks glorot-uniform

Updated Jan 4, 2023
Jupyter Notebook

barathvaj / Deep-Learning

Objective here is to explore the concepts of deep learning and implementing it from scratch in a structured way.

deep-neural-networks deep-learning lstm dropout neural-networks deep-learning-algorithms rnn rnn-model adagrad rmsprop adam-optimizer sgd-optimizer

Updated Sep 27, 2018
Jupyter Notebook

tasptz / pytorch-stochastic-depth

Deep Networks with Stochastic Depth for PyTorch

pytorch dropout regularization stochastic-depth

Updated Jul 5, 2021
Python

NeerajHazarika / kaggle-intro-to-deeplearning

This is a report on what are the things that I have learned from the Kaggle course intro to deep learning.

deep-neural-networks deep-learning kaggle dropout batch-normalization binary-classification stochastic-gradient-descent tpu higgs-boson underfitting-overfitting

Updated Sep 5, 2021

being-aerys / Deep_Learning_CS535_Winter-2019

deep-learning cnn pytorch dropout batch-normalization adaptive-learning cifar10 data-augmentation adagrad rmsprop adam-optimizer

Updated May 19, 2019
Python

MohamedOmar2020 / Keras_TensorFlow

Using Keras to build a deep neural network for bladder cancer progression

machine-learning deep-neural-networks deep-learning genomics cancer tensorflow machine-learning-algorithms keras dropout cancer-research keras-tensorflow softmax adam-optimizer multi-perceptron sgd-optimizer bladder-cancer

Updated Jun 8, 2019
R

bhavyaramgiri / Python

Pyhton projects on various topics

data-science checkpoint dropout indego data-analysis face-recognition matplotlib feedforward-neural-network keras-tensorflow nueral-networks back-propagation sigmoid-function nueral relu over-fitting nueral-network nueral-network-scratch under-fitting testing-training

Updated Sep 4, 2019
Jupyter Notebook

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