Ecosyste.ms: Repos

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GitHub topics: depthwise-separable-convolutions

zeiss-microscopy/BSConv

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

Language: Python - Size: 1.73 MB - Last synced: 5 days ago - Pushed: over 1 year ago - Stars: 133 - Forks: 22

mohammad95labbaf/Lung-Segmentation

The preparation for the Lung X-Ray Mask Segmentation project included the use of augmentation methods like flipping to improve the dataset, along with measures to ensure data uniformity and quality. The model architecture was explored with two types of ResNets: the traditional CNN layers and Depthwise Separable.

Language: Jupyter Notebook - Size: 7.04 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

bensooraj/pytorch-s9-CIFAR10

Depthwise Separable Convolution and Albumentations

Language: Jupyter Notebook - Size: 343 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Aleedm/Real-time-Domain-Adaptation-in-Semantic-Segmentation

This repository contains research on real-time domain adaptation in semantic segmentation, aiming at bridging the gap between synthetic and real-world imagery for urban scenes and autonomous driving, utilizing STDC models and advanced domain adaptation methods.

Language: Python - Size: 462 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

dr-costas/dnd-sed

Sound event detection with depthwise separable and dilated convolutions.

Language: Python - Size: 55.7 KB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 51 - Forks: 8

GiuDF1102/Real-time-Domain-Adaptation-in-Semantic-Segmentation

Project crafted by Antonio Ferrigno, Giulia Di Fede and Vittorio Di Giorgio for the Advanced Machine Learning course at Politecnico di Torino (2023/2024)

Language: Python - Size: 4.09 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 1

Amir-Hofo/EEGNet_Pytorch

This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces".

Language: Jupyter Notebook - Size: 337 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 7 - Forks: 0

XinKai-Tang/ConvUNET

This is the offcial implementation of ConvUNET for IEEE BIBM 2023.

Language: Python - Size: 2.04 MB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

Patrick-Nick/CDSCNN

Code for "Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification"

Language: Python - Size: 14.6 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 1

omarxadel/edgeml-project

Lightweight Attention U-Net for Breast Cancer Semantic Segmentation

Language: Jupyter Notebook - Size: 75 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

tallamjr/astronet

Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

Language: Jupyter Notebook - Size: 623 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 10 - Forks: 3

anshul1004/MobileNet

Implementation and research paper of MobileNet

Language: Jupyter Notebook - Size: 816 KB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

reshalfahsi/separableconv-torch

PyTorch implementation of Depthwise Separable Convolution

Language: Python - Size: 51.8 KB - Last synced: 26 days ago - Pushed: almost 2 years ago - Stars: 9 - Forks: 0

yogesh-kamat/EduMeet

Online learning platform with automatic engagement recognition

Language: Python - Size: 789 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 17 - Forks: 5

LostOxygen/bioinf_kernel_eval

Performance Evaluation between Normal and Depthwise Seperable Convolutions for Medical Image Classification.

Language: Jupyter Notebook - Size: 3.45 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

alexandrosstergiou/keras-DepthwiseConv3D 📦

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions

Language: Python - Size: 42 KB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 66 - Forks: 21

mr7495/image-classification-spatial

A novel architecture for enhancing image classification. Reference paper: https://arxiv.org/abs/2104.12294

Language: Jupyter Notebook - Size: 210 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 5 - Forks: 5

claudiotancredi/Real-time-domain-adaptation-in-semantic-segmentation

"Advanced Machine Learning" project @ Politecnico di Torino, a.y. 2021/2022.

Language: Jupyter Notebook - Size: 34.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

ivclab/Multistage_Pruning

Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.

Language: Python - Size: 33.2 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 13 - Forks: 3

MU-PING/Depthwise-separable-CNN

Compare regular CNN with depthwise separable CNN for lightweight network

Language: Jupyter Notebook - Size: 145 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Jash-2000/Complex_Convolutional_Neural_Network_Architecture

I Implemented some of the custom complex Convolutional Neural Network architecture using tensorow.keras Functional API.

Language: Jupyter Notebook - Size: 2.11 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

ebuka-olisa/low-complexity-acoustic-scene

Neural Network for Low Complexity Acoustic Scene Classification

Language: Python - Size: 232 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

HiKapok/Xception_Tensorflow

Xception V1 model in Tensorflow with pretrained weights on ImageNet

Language: Python - Size: 397 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 13 - Forks: 4

TanyaChutani/Xception-Tf2.0

A TensorFlow2.0 implementation of Xception Deep Learning with Depthwise Separable Convolutions

Language: Jupyter Notebook - Size: 803 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 2

yakhyo/ReXNet

RexNet implementation using PyTorch.

Language: Python - Size: 32.2 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

naivomah3/lab-cv

Implementation of state-of-the-art models to do segmentation over our own dataset.

Language: Jupyter Notebook - Size: 10.5 MB - Last synced: 12 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 1

antonio-f/TF2_MobileNetV2_TransferLearning

MobileNet V2 transfer learning with TensorFlow 2

Language: Jupyter Notebook - Size: 1.38 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 6 - Forks: 0

Related Keywords
depthwise-separable-convolutions 27 deep-learning 10 pytorch 5 convolutional-neural-networks 4 xception 4 depthwise-convolutions 4 domain-adaptation 3 cnn 3 deep-neural-networks 3 machine-learning 3 mobilenet 3 convolutional-neural-network 3 tensorflow 3 depthwiseseparableconvolution 3 python 3 unet 2 separable-convolutions 2 imagenet-dataset 2 dilated-convolution 2 semantic-segmentation 2 fda 2 self-supervised-learning 2 neural-networks 2 keras 2 cnn-keras 2 mobilenetv2 2 resnet 2 image-classification 2 xception-model 2 cifar10 2 pseudo-labeling 1 resnet-101 1 polito 1 lab 1 channel-pruning 1 efficient-inference 1 filter-pruning 1 model-compression 1 gta5 1 cityscapes 1 bisenet 1 adversarial-training 1 intel-image-classification 1 global-average-pooling 1 feature-selection 1 feature-extraction 1 keras-tensorflow 1 3d-convolutions 1 medical-image-processing 1 biology 1 biological-data-analysis 1 bioinformatics 1 python3 1 automatic-modulation-recognition 1 transfer-learning 1 tensorflow2 1 artificial-intelligence 1 unet-keras 1 tiramisu103 1 image-segmentation 1 fcn-8s 1 densenet 1 deeplabv3plus 1 deeplabv3 1 dataset 1 computer-vision 1 rexnet-pytorch 1 rexnet 1 clovaai 1 tf2 1 imagenet 1 weights 1 pretrained 1 model 1 neural-network 1 senets 1 residual-neural-networks 1 mobilenet-ssd 1 keras-functions 1 googlenet-tensorflow 1 architecture 1 alexnet-model 1 lightweight 1 network-pruning 1 automatic-modulation-classification 1 pulmonary-nodule-segmentation 1 signal-processing 1 eegnet 1 eeg-signals 1 eeg-net 1 eeg 1 unsupervised-domain-adaptation 1 fourier-domain-adaptaion 1 dsc 1 sound-event-detection 1 machine-listening 1 dilated-cnn 1 audio-signal-processing 1 real-time-semantic-segmentation 1 generative-adversarial-network 1