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A repository of tools implemented for 2D clothing matching and alignment for 3D clothing reconstruction and virtual try-on.

Home Page: https://minar09.github.io/clothvton/

License: MIT License

Python 100.00%

clothing matching masking alignment 2d-matching boundary-matching texture-alignment

clothing-matching's Introduction

Clothing Matching & Alignment (2D)

A repository of tools implemented at SeoulTech Multimedia Computing Laboratory (EMCOM Lab, SeoulTech) for 2D clothing matching and alignment for 3D clothing reconstruction and virtual try-on.

1) Clothing texture alignment (Boundary extrapolation and matching)

1.1) Texture alignment using TPS transformation

1.2) Texture alignment using dilation operation

Details: https://github.com/minar09/Clothing-Matching/blob/main/1.Clothing-Texture-Alignment/README.md

2) Interactive clothing to body alignment (Manual 2D matching)

Iteratively matching/aligning a clothing image to a standard human body by positioning the selected vertices manually.

Details: https://github.com/minar09/Clothing-Matching/blob/main/2.Interactive-Clothing-to-Body-Alignment/README.md

3) Clothing masking (Generating binary segmentation/silhouette)

3.1) Masking with GrabCut using priors

3.2) Masking with binary thresholding

Details: https://github.com/minar09/Clothing-Matching/blob/main/3.Clothing-Masking/README.md

clothing-matching's People

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ahnheejune l1129433134 ovipaul xiaoqingwang

clothing-matching's Issues

Cloth-masking error

I am using the cloth masking repo to generate shirt segmentation. I am trying to run it on the viton shirts folder. It runs fine on most of the images but on some images the algorithm throws an error while running 1.clothmasking_grabcut.

Traceback (most recent call last):
File "1.clothmasking_GrabCut.py", line 124, in
main()
File "1.clothmasking_GrabCut.py", line 120, in main
cloth_masking_with_grabcut(image_path, res_path, viz=False)
File "1.clothmasking_GrabCut.py", line 84, in cloth_masking_with_grabcut
gc_mask, bgdModel, fgdModel = cv2.grabCut(img2, gc_mask, None, bgdModel, fgdModel, 10, cv2.GC_INIT_WITH_MASK)
cv2.error: OpenCV(3.4.14) /tmp/pip-req-build-jlfc4ffm/opencv/modules/imgproc/src/grabcut.cpp:385: error: (-215:Assertion failed) !bgdSamples.empty() && !fgdSamples.empty() in function 'initGMMs'

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