# Open Source Model Licensed under the Apache License Version 2.0
# and Other Licenses of the Third-Party Components therein:
# The below Model in this distribution may have been modified by THL A29 Limited
# ("Tencent Modifications"). All Tencent Modifications are Copyright (C) 2024 THL A29 Limited.

# Copyright (C) 2024 THL A29 Limited, a Tencent company.  All rights reserved.
# The below software and/or models in this distribution may have been
# modified by THL A29 Limited ("Tencent Modifications").
# All Tencent Modifications are Copyright (C) THL A29 Limited.

# Hunyuan 3D is licensed under the TENCENT HUNYUAN NON-COMMERCIAL LICENSE AGREEMENT
# except for the third-party components listed below.
# Hunyuan 3D does not impose any additional limitations beyond what is outlined
# in the repsective licenses of these third-party components.
# Users must comply with all terms and conditions of original licenses of these third-party
# components and must ensure that the usage of the third party components adheres to
# all relevant laws and regulations.

# For avoidance of doubts, Hunyuan 3D means the large language models and
# their software and algorithms, including trained model weights, parameters (including
# optimizer states), machine-learning model code, inference-enabling code, training-enabling code,
# fine-tuning enabling code and other elements of the foregoing made publicly available
# by Tencent in accordance with TENCENT HUNYUAN COMMUNITY LICENSE AGREEMENT.

import torch

from hy3dgen.rembg import BackgroundRemover
from hy3dgen.shapegen import Hunyuan3DDiTFlowMatchingPipeline, FaceReducer, FloaterRemover, DegenerateFaceRemover
from hy3dgen.text2image import HunyuanDiTPipeline


def image_to_3d(image_path='assets/demo.png'):
    model_path = 'Hunyuan3D-2'
    pipeline = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained(model_path)

    mesh = pipeline(image=image_path, num_inference_steps=30, mc_algo='mc',
                    generator=torch.manual_seed(2025))[0]
    mesh = FloaterRemover()(mesh)
    mesh = DegenerateFaceRemover()(mesh)
    mesh = FaceReducer()(mesh)
    mesh.export('mesh.glb')

    try:
        from hy3dgen.texgen import Hunyuan3DPaintPipeline
        pipeline = Hunyuan3DPaintPipeline.from_pretrained(model_path)
        mesh = pipeline(mesh, image=image_path)
        mesh.export('texture.glb')
    except Exception as e:
        print(e)
        print('Please try to install requirements by following README.md')


def text_to_3d(prompt='a car'):
    rembg = BackgroundRemover()
    t2i = HunyuanDiTPipeline('Tencent-Hunyuan--HunyuanDiT-v1.1-Diffusers-Distilled')
    model_path = 'Hunyuan3D-2'
    i23d = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained(model_path)

    image = t2i(prompt)
    image = rembg(image)
    mesh = i23d(image, num_inference_steps=30, mc_algo='mc')[0]
    mesh = FloaterRemover()(mesh)
    mesh = DegenerateFaceRemover()(mesh)
    mesh = FaceReducer()(mesh)
    mesh.export('t2i_demo.glb')


if __name__ == '__main__':
    image_to_3d()
    # text_to_3d()