multi-scale

There are 3 repositories under multi-scale topic.

Res2Net / Res2Net-PretrainedModels
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
backbone jittor multi-scale pytorch res2net
Language:Python 1109
Exposure_Correction
mahmoudnafifi / Exposure_Correction
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
deep-learning deeplearning multi-scale coarse-to-fine exposure-correction overexposure-correction underexposure-correction computational-photography low-light-enhance low-light-image dataset datasets image-enhancement color-correction cvpr2021 cvpr
Language:MATLAB 573
researchmm / AOT-GAN-for-Inpainting
[TVCG'2023] AOT-GAN for High-Resolution Image Inpainting (codebase for image inpainting)
image-inpainting codebase high-resolution multi-scale
Language:Python 505
MixHop-and-N-GCN
benedekrozemberczki / MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
pytorch pytorch-cnn deep-learning machine-learning deepwalk node2vec gcn ngcn graph-convolution convolutional-neural-networks convolutional convolutional-layers tensorflow graph-representation-learning walklets walklet graph-attention-networks graph-attention multi-scale mixhop
Language:Python 404
d-li14 / octconv.pytorch
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
octconv pytorch-implementation multi-scale deep-neural-networks imagenet resnet iccv2019 mobilenet
Language:Python 293
EndlessSora / TSIT
[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
generative-adversarial-network gan image-to-image-translation image-generation image-manipulation two-stream-networks versatile feature-transformation multi-scale style-transfer multi-modal semantic-image-synthesis eccv2020
Language:Python 284
d-li14 / PSConv
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
convolution multi-scale feature-pyramids object-detection instance-segmentation mmdetection pytorch eccv2020
Language:Python 176
danxuhk / ContinuousCRF-CNN
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation in CVPR 2017 (Spotlight)
multi-scale continuous-crf monocular-depth-estimation
Language:C++ 161
MICA-MNI / micaopen
Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute
neuroimaging connectomics multimodal histology machine-learning multi-scale networks neuroscience gradients
Language:Jupyter Notebook 81
MinZHANG-WHU / FDCNN
The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method
change-detection remote-sensing caffe multi-scale multi-sensor pycaffe deep-learning siamese-network
Language:Python 75
anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification
Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.
binary-classification deep-learning convolutional-neural-networks ensemble-learning cyclic-learning-rate skin-lesion-classification shades-of-gray color-constancy multi-scale efficientnet senet inception-v3 densenet seresnext tensorflow-keras
Language:Jupyter Notebook 49
AnjieCheng / OctaveConv-Pytorch
An PyTorch implementation of Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution
multi-scale octaveconv pytorch
Language:Python 41
tyui592 / Avatar-Net_Pytorch
PyTorch implementation of "Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration"
avatar-net deep-learning feature-decoration multi-scale pytorch pytorch-implementation style-transfer
Language:Jupyter Notebook 40
haoxiangsnr / SpEx
Implementation of "SpEx: Multi-Scale Time Domain Speaker Extraction Network".
conv-tasnet multi-scale speaker-separation speech-processing speech-separation spex target-speaker-extraction
Language:Python 37
Res2Net / Res2Net-detectron2
Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).
detectron2 multi-scale panoptic res2net segmentation sota
Language:Python 33
vivarium-collective / vivarium-core
Core Interface and Engine for Vivarium 1.0
multi-scale engine vivarium
Language:Python 33
DSIP-UPatras / sEMG-hilbert-curve
Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.
hilbert-curve hand-gesture-recognition semg classification cnn deep-learning multi-scale
Language:Python 30
shangqigao / gsq-image-SR
Multi-scale deep neural networks for real image super-resolution
deep-learning multi-scale super-resolution
Language:Python 28
je-santos / ms_net
The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.
multiscale porous-media porous-media-flow machine-learning convolutional-neural-networks multi-scale 3d volumetric regression permeability segmentation physics lattice-boltzmann digital-rockphysics digital-rocks single-phase-flow
Language:Jupyter Notebook 24
Yochengliu / ScasNet
Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)
deep-learning semantic-segmentation semantic-labelling context-aware multi-scale multi-context computer-vision remote-sensing
24
ritukeshbharali / openFE2
A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB
multi-scale fe2 comsol matlab finite-element-method
Language:MATLAB 22
shekshaa / ResidualMFN
Pytorch Implementation of Residual Multiplicative Filter Networks, NeurIPS 2022
coarse-to-fine cryo-em implicit-neural-representation multi-scale
Language:Python 22
UW-ERSL / FluTO
Graded Multiscale Fluid Topology Optimization using Neural Networks
microstructure multi-scale neural-networks stokes-flow topology-optimization
Language:Python 21
hieubkset / pytorch-image-deblurring
Multi-scale network for image deblurring
image-deblurring multi-scale pytorch
Language:Python 20
Ziqi-Li / MGWR-GUI
MGWR 2.0 Software
spatial-analysis geographically-weighted-regression multi-scale mgwr
Language:Python 19
prob1995 / multi_scale_multi_object_template_matching
This is an example to find multiple objects in images that match a template using ORB and SIFT feature detection methods. Handles different scales and rotations.
computer-vision machine-vision multi-object multi-scale opencv orb pattern-matching python sift template-matching
Language:Python 18
YeongHyeon / RIAD-PyTorch
PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"
anomaly anomaly-detection inpainting mnist mnist-dataset multi-resolution multi-scale reconstruction
Language:Python 17
keillernogueira / dynamic-rs-segmentation
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks
convolutional-neural-networks deep-learning image-segmentation multi-scale remote-sensing tensorflow
Language:Python 13
ShawnNew / AMMNet
A Tri-map free direct Alpha Matting.
alpha-matting multi-scale attention adversarial-loss content-loss
Language:Python 12
minar09 / U-Net-Attention
U-Net + Attention, extending U-Net model for semantic segmentation. Implemented with TensorFlow.
u-net attention semantic-segmentation tensorflow attention-to-scale attention-gate attention-model encoder-decoder multi-scale
Language:Python 11
GISCheng / multi-scale-anomaly
Codes and data for a published work "Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series"
python jupyter-notebook social-sensing ceus multi-scale spatio-temporal anomaly-detection time-series-decomposition taxi-data
Language:Jupyter Notebook 10
benedekrozemberczki / NestedSubtreeHash
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).
graph-kernel streaming-data streaming-processing distributed-machine-learning large-scale-learning hashing machine-learning representation-learning graph-mining feature-extraction multi-scale deepwalk word2vec graph-classification data-mining data-science node2vec gensim
Language:Python 9
icantnamemyself / FormerTime
multi-scale pytorch time-series
Language:Python 9
JGCRI / metis
Webpage: https://jgcri.github.io/metis/ Cheatsheet: https://github.com/JGCRI/metis/blob/master/metisCheatsheet.pdf
multi-scale multi-sector nexus
Language:R 9
nils-hamel / eratosthene-suite
Multi-scale 4D-Earth framework front-end
geography gis 4d-earth earth multi-scale indexation 4d server
Language:C 8
SGpp / DisCoTec
MPI-based code for distributed HPC simulations with the sparse grid combination technique. Docs->(https://discotec.readthedocs.io/)
higher-dimensional multi-scale simulation sparse-grids vlasov-solver combination-technique
Language:C++ 8

multi-scale

Res2Net / Res2Net-PretrainedModels

mahmoudnafifi / Exposure_Correction

researchmm / AOT-GAN-for-Inpainting

benedekrozemberczki / MixHop-and-N-GCN

d-li14 / octconv.pytorch

EndlessSora / TSIT

d-li14 / PSConv

danxuhk / ContinuousCRF-CNN

MICA-MNI / micaopen

MinZHANG-WHU / FDCNN

anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification

AnjieCheng / OctaveConv-Pytorch

tyui592 / Avatar-Net_Pytorch

haoxiangsnr / SpEx

Res2Net / Res2Net-detectron2

vivarium-collective / vivarium-core

DSIP-UPatras / sEMG-hilbert-curve

shangqigao / gsq-image-SR

je-santos / ms_net

Yochengliu / ScasNet

ritukeshbharali / openFE2

shekshaa / ResidualMFN

UW-ERSL / FluTO

hieubkset / pytorch-image-deblurring

Ziqi-Li / MGWR-GUI

prob1995 / multi_scale_multi_object_template_matching

YeongHyeon / RIAD-PyTorch

keillernogueira / dynamic-rs-segmentation

ShawnNew / AMMNet

minar09 / U-Net-Attention

GISCheng / multi-scale-anomaly

benedekrozemberczki / NestedSubtreeHash

icantnamemyself / FormerTime

JGCRI / metis

nils-hamel / eratosthene-suite

SGpp / DisCoTec