How I created my 3D avatar with color from a 2D photo with PIFu

Опубликовано: 21 Октябрь 2024
на канале: CODE MENTAL

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This is a short tutorial on how you can convert and train Pifu to convert a 2D photo to a 3D Model with color. Pifu is the predecessor to PIFuHD.

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✅ Article + Source Code

https://spltech.co.uk/converting-a-ph...

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✅ Timestamps:

0:00 Introduction
0:09 Preparing photo for Pifu
00:30 Creating segmentation mask with Photoshop
01:04 Google Colab for trying Pifu
1:11 Converting 2D photo to 3D model
4:25 My 3D Model generated by PIFu
4:57 Training PIFu
5:14 RenderPeople 3D Models
5:46 Viewing sample training dataset
6:02 The Dockerfile for training
6:26 Pre-requisites for training
8:10 Pyembree
8:41 Data generation (pre-processing)
9:14 Starting docker container for training PIFu
10:23 Training for geometry and color with Pytorch

✅ SOURCES
Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Mor- ishima, Angjoo Kanazawa, and Hao Li.
PIFu: Pixel-aligned implicit function for high-resolution clothed human digitization.
PAPER https://arxiv.org/pdf/1905.05172.pdf

#python #python3d #pytorch #pytorch3d