Command Palette

Search for a command to run...

이미지 초해상화

이미지 슈퍼 리졸루션은 저해상도 이미지를 고해상도로 확대하면서 이미지의 내용과 세부 사항을 최대한 유지하는 머신 러닝 작업입니다. 일반적으로 4배 이상의 확대 비율을 사용하며, 이 기술은 이미지 품질을 크게 향상시키고 시각적 효과를 강화하며 컴퓨터 비전 알고리즘의 정확성을 높일 수 있어 다양한 시나리오에 적용될 수 있습니다.

Set14 - 4x upscaling
HAT-L
BSD100 - 4x upscaling
Config (e)
Urban100 - 4x upscaling
HMA†
Manga109 - 4x upscaling
SwinIR
Set5 - 2x upscaling
HAT-L
Set14 - 2x upscaling
DRCT-L
Set5 - 3x upscaling
HMA†
BSD100 - 2x upscaling
WaveMixSR-V2
Urban100 - 2x upscaling
Set14 - 3x upscaling
DRLN+
Urban100 - 3x upscaling
DRLN+
BSD100 - 3x upscaling
HAT
Manga109 - 2x upscaling
DRCT-L
DIV2K val - 4x upscaling
EDSR
Manga109 - 3x upscaling
DRLN+
FFHQ 256 x 256 - 4x upscaling
HiFaceGAN
Set5 - 4x upscaling
IXI
EDSR+MMHCA
FFHQ 1024 x 1024 - 4x upscaling
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
Set5 - 8x upscaling
DBPN-RES-MR64-3
WebFace - 8x upscaling
GFRNet
VggFace2 - 8x upscaling
Full-GWAInet
Set14 - 8x upscaling
DBPN-RES-MR64-3
CelebA
BSD100 - 8x upscaling
DRLN+
ImageNet
DAVI
Urban100 - 8x upscaling
DRLN+
Manga109 - 8x upscaling
DBPN-RES-MR64-3
DIV8K val - 16x upscaling
Ours w/o cycle-loss
PIRM-test
RankSRGAN
General100 - 4x upscaling
SROOE
CUFED5 - 4x upscaling
General100 - 8x upscaling
FxSR-PD t=0.8
DIV2K val - 8x upscaling
B100 - 4x upscaling
3x upscaling
Sun80 - 4x upscaling
SRNTT-l2
B100 - 2x upscaling
4x upscaling
CelebA-HQ 128x128
IDM
2x upscaling
BSDS100 - 2x upscaling
DBPN-RES-MR64-3
B100 - 3x upscaling
ML-CrAIST
BSDS100 - 8x upscaling
DBPN-RES-MR64-3
KITTI 2015 - 2x upscaling
Set5 - 6x upscaling
KITTI 2012 - 4x upscaling
PASSRnet
Set5 - 5x upscaling
KITTI 2012 - 2x upscaling
Urban100 - 16x upscaling
ABPN
BSD100 - 16x upscaling
ABPN
Chikusei Dataset
DIP-HyperKite (ours)
Manga109 - 16x upscaling
ABPN
ShipSpotting
StableShip
Set14
ATD
DIV8K test - 16x upscaling
RFB-ESRGAN
KITTI 2015 - 4x upscaling
PASSRnet
General-100 - 4x upscaling
BSDS100 - 4x upscaling
DBPN-RES-MR64-3
WLFW
ArcFace (0.4)
USR-248 - 4x upscaling
SRDRM-GAN
EPFL NIR-VIS
RAMS (ours)
Celeb-HQ 4x upscaling
Edge-informed SR
Middlebury - 2x upscaling
DIV2K val - 16x upscaling
ABPN
BSD200 - 2x upscaling
Middlebury - 4x upscaling
PASSRnet