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DebeshJha / ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

tensorflow pytorch attention image-segmentation unet residual-networks medical-image-segmentation conv2d aspp squeeze-and-excitation pytorch-implementation unet-model resunet resunet-plus-plus resunet-architecture

Updated Oct 17, 2023
Python

vilari-mickopf / mmwave-gesture-recognition

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Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

python machine-learning ai neural-network tensorflow keras lstm resnet texas-instruments gesture-recognition mmwave conv2d awr1642 transformer-architecture conv1d mmwave-sensor

Updated Sep 12, 2024
Python

deep-learning-algorithm / PyNet

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Numpy implementation of deep learning

deep-learning nin numpy nn dropout gap alexnet convolutional-neural-networks softmax fc pynet lenet5 relu bn conv2d maxpool

Updated Jun 17, 2024
Python

marchete / Mokka

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Mokka is a minimal Inference Engine for Dense and Convolutional 2D Layer Neural Networks. Written on a single C++ header, it uses AVX2

machine-learning machine-learning-algorithms avx mnist codingame convolutional inference-engine fully-connected conv2d fully-connected-layer dense-layer

Updated Jul 6, 2021
C++

sushant1827 / Fashion-Clothing-Classification

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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

georgeyiasemis / 2D-Convolutional-Recurrent-Neural-Networks-with-PyTorch

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2D Convolutional Recurrent Neural Networks implemented in PyTorch

pytorch convolutional-neural-networks convlstm conv2d convgru convolutional-rnn convrnn

Updated Mar 27, 2021
Python

aprameya2001 / People-Identification-using-Face-and-Gait

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A project to perform people identification at a distance using face and gait data with deep learning

deep-learning face-recognition conv2d conv2dlstm gait-recognition people-identification

Updated Apr 13, 2022
Jupyter Notebook

erfanhamdi / torch_PIV

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This code uses the pyTorch Conv2D modules to make the PIV algorithms work faster on GPU

pytorch particle-image-velocimetry piv conv2d normalized-cross-correlation

Updated Jul 9, 2022
Python

spectre900 / People-Identification-using-Face-and-Gait

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A project to perform people identification at a distance using face and gait data with deep learning

deep-learning face-recognition encoder-decoder fusion-model conv2d conv2dlstm gait-recognition

Updated Apr 13, 2022
Jupyter Notebook

iamnderitum / Deep-Neural-Network-for-Multi-class-Classification-of-Fashion-Items

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This PyTorch-based project implements a deep neural network for multi-class classification of fashion items. The dataset consists of images categorized into three classes: glasses vs. sunglasses, shoes, and trousers vs. jeans.

deep-learning custom fashion cnn pytorch conv2d

Updated May 5, 2024
Python

ostad-ai / PyTorch-Tutorial

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This repository provides topics in PyTorch which is used for Deep Learning

python deep-learning pytorch mnist lenet datasets iris cifar10 stochastic-gradient-descent dataloaders conv2d one-hot-encoding mean-squared-error torchvision-transforms

Updated Oct 9, 2023
Jupyter Notebook

mdnuruzzamanKALLOL / CNN-Implementation_2

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Basic_CNN_Implementation

processing tensorflow keras prediction decode sequential cv2 flatten resnet-50 listdir conv2d maxpool2d danse

Updated Apr 9, 2023
Jupyter Notebook

mdnuruzzamanKALLOL / CNN-Implementation_1

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Basic_CNN_Implementation

tensorflow keras prediction sequential preprocessing cv2 flatten resnet-50 dense listdir conv2d decod maxpool2d

Updated Apr 21, 2023
Jupyter Notebook

Kikumu / DCGAN-with-facedata

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This repository Investigates DCGAN using facedata. Serves as a personal cautionary tale when working with GANS.

upsample conv2d dcgan-pytorch

Updated Jun 13, 2022
Jupyter Notebook

AdityaTheDev / ConvolutionalNeuralNetwork-To-Classify-DogVsCat

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Convolutional Neural Network to Classify Dogs and Cat. I built a ImageClassifier which classifies and tells you whether its a Dog image or a Cat image. I built a convolutional network which consists of Three Convolution layer and Three MaxPooling layer. Each Convolutional layer has filters, kernel size. Maxpooling layer has stride and pooling si…

deep-learning neural-networks convolutional-neural-networks sigmoid-function deepneuralnetworks conv2d convnets imageclassifier

Updated Aug 26, 2021
Jupyter Notebook

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

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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