#

maxpooling

Here are 42 public repositories matching this topic...

OmkarKatkade / Image-Classification-UsinG-Convolutional-Neural-Network

This model helps us classify 10 different real-life objects by undergoing training under tensorflow's CIFAR dataset which contains 60,000 32x32 color images with 6000 images of each class. I have made use of a stack of Conv2D and MaxPooling2D layers followed by a few densely connected layers.

python3 convolutional-neural-networks maxpooling keras-neural-networks keras-tensorflow conv2d tensorflow2

Updated Jan 5, 2022
Jupyter Notebook

prakhargurawa / Handwritten-Character-CNN

machine-learning neural-network machine-learning-algorithms cnn mnist convolutional-neural-networks convolutional-neural-network maxpooling handwriting-recognition

Updated Mar 25, 2021
Jupyter Notebook

ND15 / Fractional-Max-Pooling

deep-learning maxpooling fractional-max-pooling

Updated Jan 15, 2022
Jupyter Notebook

Harmanveer2546 / Bird-Species-Prediction-Using-Deep-Learning

Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

python opencv gui deep-learning tensorflow plotly keras eda pillow callback image-classification maxpooling mobilenetv2 imagegenerator

Updated Jul 10, 2023
Jupyter Notebook

allenwind / text-globalmaxpool-visualization

text-classification maxpooling pooling

Updated Mar 15, 2021
Python

Harmanveer2546 / Recognizing-Digits

I used the MNIST dataset for the implementation of a handwritten digit recognition app. To implement this, will be using a special type of deep neural network called Convolutional Neural Networks. In the end, I also build a Graphical user interface(GUI) where you can directly draw the digit and recognize it straight away.

python gui numpy keras pillow pandas mnist sequential maxpooling flatten dense

Updated Jun 30, 2023
Jupyter Notebook

rayros / flower-photos

Classify flowers with Tensorflow.js

machine-learning image-classification machinelearning convolutional-neural-networks maxpooling dense tensorflowjs

Updated Aug 18, 2020
TypeScript

Face-Mask-Detection-Real-Time-Computer-Vision

Tejas-TA / Face-Mask-Detection-Real-Time-Computer-Vision

This repository contains code that implemented Mask Detection using MobileNet as the base model and Neural Network as the head model. Code draws a rectangular box over the person's face in red if no mask, green if the mask is on, with 99% accuracy in real-time using a live webcam. Refer to README for demo

Updated Jul 6, 2023
Jupyter Notebook

HumaSejdini / NLP-CoronaTweets

Coronavirus tweets NLP - Text Classification mini-project work for Data Science course, FCSE, Skopje

python nlp clustering tokenizer sklearn pytorch lstm preprocessing keras-models embedding nlp-machine-learning maxpooling agglomerative-clustering missing-values conv1d knn-clustering

Updated May 14, 2022
Jupyter Notebook

HariShanmugavelu / ConvolutionalNeuralNetworks_FaceRecognition

Face identification/recognition model using convolutional neural networks

maxpooling zero keras-tensorflow vgg-face labelencoder covolution-neural-network

Updated Apr 3, 2021
Jupyter Notebook

ManinderpreetPuri / Lesion-Dataset---Deep-Learning-project

Uses deep learning in Python with Keras, Pandas, Numpy, Tensorflow, ScIkit-Learn libraries.

deep-learning sentiment-analysis numpy pandas-dataframe scikit-learn keras transformer deep-learning-algorithms image-classification convolutional-neural-networks maxpooling keras-neural-networks keras-tensorflow relu batchnormalization lesion-analysis

Updated Jul 7, 2021
Jupyter Notebook

ZJW-92 / Fashion-Class-Classification

In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset.

keras dropout maxpooling cnn-keras adam-optimizer cnn-classification conv2d

Updated Nov 1, 2021
Jupyter Notebook

Lucs1590 / vgg_bpca

🧠 BPCAPooling, a custom pooling method that performs dimensionality reduction without loss of spatial information.

deep-learning cnn maxpooling cnn-keras pooling tensorflow2 tensorflow2-models bpca custom-pooling bpcapooling avgpooling

Updated Feb 6, 2024
Jupyter Notebook

MatteoRagni / lenet-test

A LeNet implementation, just for fun

tutorial deep-learning lenet convolutional-neural-networks maxpooling

Updated Jan 30, 2017
Python

niketan108 / CNN-on-MNIST

Built CNN model with different no. of layers with added dropout on MNIST data

machine-learning deep-neural-networks deep-learning tensorflow machine-learning-algorithms convnet cnn artificial-intelligence mnist mnist-classification maxpooling cnn-keras cnn-model keras-tensorflow softmax adam-optimizer batchnorm relu

Updated May 19, 2019
Jupyter Notebook

PratikhyaManas / Fashion-Class-Classification

In this project, we use CNN to classify Fashion MNIST data into different categories.

mnist-classification sequential convolutional-neural-network maxpooling

Updated Oct 13, 2019
Jupyter Notebook

axelvanherle / imgConvolutionCuda-C

Written by Sem Kirkels, Nathan Bruggeman and Axel Vanherle. Grayscales an image, applies convolution, maximum pooling and minimum pooling.

png cuda image-processing convolution grayscale maxpooling pooling accelerated-computing minpooling

Updated Feb 20, 2023
Jupyter Notebook

hazooree / A-Simple-Trained-LeNET-Model

A Simple Trained LeNET Model for handwritten digit recognition

handwritten-digit-recognition maxpooling colaboratory conv2d

Updated Dec 11, 2018
Jupyter Notebook

var97 / Image-Recognition-Using-CNN

Image Recognition using CNN

deep-learning keras image-classification image-recognition convolution convolutional-neural-networks sequential maxpooling flatten cnn-keras cnn-model kaggle-dataset cnn-classification

Updated Jun 23, 2018
Python

p-dirac / javafx-convolution-network

JavaFx Application for Convolutional Network to perfom Image Classification using Softmax Output Layer, Back Propagation, Gradient Descent, Partial Derivatives, Matrix Flattening, Matrix Unfolding, Concurrent Task, Performance Histogram, Confusion Matrix

javafx convolutional-layers image-classification convolution performance-visualization convolutional-networks javafx-application gradient-descent convolutional-neural-network backpropagation maxpooling unfolding matrix-library concurrent-tasks activation-functions partial-derivatives softmax-function matrix-flattening matrix-unfolding

Updated Jun 8, 2023
Java

Improve this page

Add a description, image, and links to the maxpooling topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the maxpooling topic, visit your repo's landing page and select "manage topics."