Matilda Machine Learning

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Matilda can produce 3d object by only one image !!
we provice categories

• TOP : shirts
• BTM : pants
• RIN : ring

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to be added later

• DR : dress
• HEA : hat
• BRA : bracelet
• NEC : neckless
• BAG : bag
• MAS : mask

Required libraries

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• pip install -r requirements.txt
• in requirements.txt, you can look these libraries

Python 3.7
fastapi
uvicorn[standard]
ipdb
trimesh
numpy
torch==1.7.1
torchvision==0.8.2
torchaudio==0.7.2
requests
scikit-image
matplotlib
cython==0.29.20
usd-core==22.3
aspose-3d
opencv-python
python-multipart
jwt
PyJWT
httpx\

Please Clone Extra Loss Function

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git clone https://github.com/shubhtuls/PerceptualSimilarity.git

in PerceptualSimilarity.util.util, change code

from skimage.measure import compare_ssim

to

from skimage.metrics import structural_similarity as compare_ssim

Examples

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