import json import cv2 import numpy as np import os from torch.utils.data import Dataset from PIL import Image import cv2 from .data_utils import * from .base import BaseDataset import albumentations as A class VitonHDDataset(BaseDataset): def __init__(self, image_dir): self.image_root ...
Dataset We collected 1024 x 768 virtual try-on dataset forour research purpose only. You can download a preprocessed dataset fromVITON-HD DropBox. The frontal view woman and top clothing image pairs are split into a training and a test set with 11,647 and 2,032 pairs, respectively. ...
Additionally, for more refined person texture, we utilized a VAE fine-tuned on the VITONHD dataset. You should also download the checkpoint (named as VITONHD_VAE_finetuning.ckpt') from theLinkand place it in the './ckpts/' folder. ...
The frontal view woman and top clothing image pairs are split into a training and a test set with 11,647 and 2,032 pairs, respectively github地址: https://github.com/shadow2496/VITON-HD N NS夜魔 1枚 其他 图像分类生成计算机视觉 2 197 2024-01-02 ...
# VITONHD base CUDA_VISIBLE_DEVICES=3,4 python train.py \ --config_name VITONHD \ --transform_size shiftscale3 hflip \ --transform_color hsv bright_contrast \ --save_name Base_test # VITONHD ATVloss CUDA_VISIBLE_DEVICES=5,6 python train.py \ --config_name VITONHD \ --transform_...
VITON-HD High-Resolution VITON-Zalando Dataset Data CardCode (36)Discussion (2)Suggestions (0) Suggestions search tuneAll FiltersClear Allclose Typeexpand_morePendingexpand_more Recently updated No results found To see more results, try reducing the number of filters. ...
About Dataset This data set is the pre-training model of the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions. Here are each model checkpoint: Try-on condition generator: mtviton.pth Try-on condition generator (discriminator): discriminator_mtviton.pth Try-on...
VITON-HD dataset is a dataset for high-resolution (i.e., 1024x768) virtual try-on of clothing items. Specifically, it consists of 13,679 frontal-view woman and top clothing image pairs.
Virtual Try-Off on VITON-HD Leaderboard Dataset View by DISTSTryOffDiffTryOffDiffOther modelsModels with lowest DISTS27. Nov0.23 Filter: untagged Edit Leaderboard RankModelDISTSPaperCodeResultYearTags 1 TryOffDiff 0.230 TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction ...
Dataset VITON-HD DressCode Upper-body Method LPIPS↓ SSIM↑ CLIP-I↑ FID↓ UN KID↓ UN LPIPS↓ SSIM↑ CLIP-I↑ FID↓ UN KID↓ UN GAN-based methods HR-VITON [lee_high-resolution_2022] 0.115 0.877 0.800 12.238 3.757 0.118 0.910 0.749 29.383 3.104 SD-VITON [shim_towards_2024] 0.104 0.89...