pooling-layers

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Here are 14 public repositories matching this topic...

codingClaire / GraphPoolingGarden

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A repo for baseline of graph pooling.

graph pytorch pooling-layers graph-classification pyg graph-neural-networks graph-pooling graph-deep-learning

Updated Nov 14, 2022
Python

rochitasundar / Intro-To-Deep-Learning-With-PyTorch

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This repository contains my code solutions to Udacity's coursework 'Intro to Deep Learning with PyTorch'.

neural-network optimizer dropout style-transfer regularization momentum transfer-learning kernels pooling-layers cnn-architecture rnn-pytorch early-stopping gram-matrix lstm-architecture error-function

Updated Jun 5, 2023
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MeakhelG / Proyek-Pengembangan-Klasifikasi-Gambar

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Submission atau Proyek Akhir yang dilakukan ini bertujuan untuk melakukan klasifikasi gambar tingkat lanjut dari kelas Belajar Penerapan Data Science yang diberikan oleh Dicoding dan IDCamp.

python machine-learning deep-learning image-classification sequential pooling-layers conv2d

Updated Feb 6, 2026
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MBadriNarayanan / TensorFlowInPractice

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Tensor Flow In Practice Specialization (4 Courses) . Course offered by Coursera and deeplearning.ai. Taught by Laurence Moroney.

time-series tensorflow tokenizer keras text-generation cnn lstm gru convolutional-layers rnn image-classification pooling-layers embedding-layers regularizers image-generators

Updated Jul 9, 2020
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MEGARAJAN-S / CNN-multiclass-image-classifier

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A CNN is a kind of network architecture for deep learning algorithms and is specifically used for image recognition and tasks that involve the processing of pixel data. This repository contains the code for CNN with a categorical classification dataset.

python torch python3 artificial-intelligence dataset convolutional-layers artificial-neural-networks output convolutional-neural-networks pooling-layers loss-functions fully-connected-network adam-optimizer activation-functions torchvision crossentropyloss

Updated Jul 23, 2023
Python

HoangLeminh17 / Deep-Learning-FPT

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Deep learning on class

deep-learning tensorflow keras lstm convolutional-neural-network pooling-layers resnet50 fpt-university optimizer-algorithms

Updated Sep 27, 2025
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mudassir-08 / LeNet-5-MNIST-CV

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This project implements the classical LeNet-5 CNN for MNIST digit classification using PyTorch. It covers a complete pipeline from data preprocessing to deployment. The model achieves ~98.8% test accuracy, showing the strong effectiveness of early CNN architectures for image classification.

Updated Apr 27, 2026
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peter-strom / ML-p3-CNN

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neural-network cnn neural-networks convolutional-layers convolution feedforward-neural-network convolutional-neural-networks ann convolutional-neural-network backpropagation pooling-layers maxpooling feedforward pooling max-pooling pooling-max-average average-pooling feedforward-neural-networks convoluted-neural-networks

Updated Feb 11, 2023
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aalaa-adel1 / Neural-Network

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image classification task where we use different deep learning models from scratch like vgg16,cnn,tramsformers, and using the initial weights to try getting the best accuracy on kaggle competition

python transformers convolutional-neural-networks pooling-layers cnn-model fully-connected-network classification-model vgg16-model

Updated Mar 22, 2024
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RayPier / CIFAR-10-CNN-Comparison

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4 CNN versions for result comparison that closely follow the VGG Net architecture, there is a baseline model, + dropout only model, + batch normalization only model, and finally a model with both dropout and batch norm integrated

machine-learning computer-vision comparison feature-extraction batch-normalization convolutional-neural-networks pooling-layers dropout-layers

Updated Jul 28, 2026
Python

prakHr / Multiclass-Category-Classification

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Contains notebooks that does categorical classification of shop items using embeddings in CNNs and Pyspark(Logistic Regression and MLlib)

jupyter-notebook embeddings pyspark dropout python-3 convolutional-neural-networks pooling-layers pyspark-notebook pooling pyspark-mllib pooling-max-average

Updated Feb 25, 2022
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harmanveer-2546 / Mystery-Planet

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Exoplanet Hunting in Deep Space.

python deep-learning tensorflow space keras cnn exoplanets scipy densenet hunting mystery roc-curve pooling-layers deep-space linearregression standardscaler batchnormalization roc-auc-score

Updated Aug 5, 2024
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Ninad077 / Deep_Learning-Convolutional_Neural_Networks_CNN

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Content: Structure of CNN, Convolutional layer, Pooling layer, Fully connected layer, Dense layer, output, Image classification, Creating, compiling and training the model on epochs, testing the model on gradio

metrics image-classification pooling-layers epoch fully-connected-network batch-size dense-layers output-layer cnn-structure convolutional-layer creating-compiling-and-training-the-model

Updated Apr 30, 2024
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FanisGl / CNN_Machine_Learning

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A Machine Learning exercise that trains Convolutional Neural Network (CNN) using the tensorflow 2 and Keras libraries to predict images from the CIFAR-10 dataset.

data-science machine-learning numpy keras pandas neural-networks pooling-layers softmax relu tensorflow2

Updated Aug 29, 2024
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