In generative deep geometry learning, we often get many obj files remain to be rendered

Overview

a python prompt cli script for blender batch render

In deep generative geometry learning, we always get many .obj files to be rendered. Our rendered images should be will designed via various camera angle, geometry material and environments setting.

Many prior blender batch render tool 1 ,2 provides auto batch rendering for many files and a set of gui or

tui interface. However, when it comes to paper-oriented render scene, we have to open blender/maya to build a scene to render.

We find a method to solve this. Just separate a folder of obj file io with the whole render setting(render engine, camera, background image, geometry modifier, texture/materials). The input is folder name ,then scripts will find corresponding obj file (figure1 left), and then create rendered images with transparent background, various material, camera position or not.

1639580912321

Usage

  1. Open blend/render_normalization_square_hit_ground.blend by blender, and setup
  • camera
  • light
  • mesh modifier: NEED TO CHANGE PYHTON SCRIPT ACCORDING TO .blender FILE
  • render background
  • shade material(bpy.data.materials["Material"])

1639581637774

1639581702981

  1. Run

for quick start,we recommend that

blender --background blend/render_normalization_square_hit_ground.blend --python obj_render_background_blend.py -- -in {path_to_dir} --multiview
blender --background blend/render_normalization_square_hit_ground.blend --python obj_render_background_blend.py -- -in D:\your_folder -m NULL

if you want to define the render effects, you can use .blend file to solve all rendering and geometry postprocessing problems

tips for .blend config:First open render_normalization_template.blend by blender, and setup

​ 'Camera', 'Camera.001', 'Camera.002', 'Camera.003': we create the optimal view based on normalized chairs in shapenet dataset(bionic chair should also meets this points, or it will failed in functionality)

​ light,

​ mesh modifier: NEED TO CHANGE PYHTON SCRIPT ACCORDING TO .blender FILE, because if you delete geometry,the modifier will disappear

​ render background,we use "courtyard.exr" file to provide complex light field environment for better visual effect

​ shade

material(bpy.data.materials["PreparedMaterial"])

blender-batch-render-with-.blend-background-

Owner
Tian-yi Liang
提出一种小样本多模态跨域的可微“摸鱼”方法 代码已经开源到YuTangHub.org,遵循MoYu Clience。 目前研究发表在ACMoYu SIG TouchingFish,IEEE Transaction on 捕鲲等国际顶级期刊会议上20余篇。
Tian-yi Liang
This code is for our paper "VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers"

ICCV Workshop 2021 VTGAN This code is for our paper "VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers"

Sharif Amit Kamran 25 Dec 08, 2022
Source code of the paper Meta-learning with an Adaptive Task Scheduler.

ATS About Source code of the paper Meta-learning with an Adaptive Task Scheduler. If you find this repository useful in your research, please cite the

Huaxiu Yao 16 Dec 26, 2022
JAX-based neural network library

Haiku: Sonnet for JAX Overview | Why Haiku? | Quickstart | Installation | Examples | User manual | Documentation | Citing Haiku What is Haiku? Haiku i

DeepMind 2.3k Jan 04, 2023
A Haskell kernel for IPython.

IHaskell You can now try IHaskell directly in your browser at CoCalc or mybinder.org. Alternatively, watch a talk and demo showing off IHaskell featur

Andrew Gibiansky 2.4k Dec 29, 2022
PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP. Democratize AI for everyone.

PatrickStar: Parallel Training of Large Language Models via a Chunk-based Memory Management Meeting PatrickStar Pre-Trained Models (PTM) are becoming

Tencent 633 Dec 28, 2022
Tensorflow python implementation of "Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos"

Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos This repository is the official tensorflow python implementation

Yasamin Jafarian 287 Jan 06, 2023
An Open Source Machine Learning Framework for Everyone

Documentation TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, a

170.1k Jan 04, 2023
The implementation for paper Joint t-SNE for Comparable Projections of Multiple High-Dimensional Datasets.

Joint t-sne This is the implementation for paper Joint t-SNE for Comparable Projections of Multiple High-Dimensional Datasets. abstract: We present Jo

IDEAS Lab 7 Dec 18, 2022
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

English | 简体中文 Documentation: https://mmtracking.readthedocs.io/ Introduction MMTracking is an open source video perception toolbox based on PyTorch.

OpenMMLab 2.7k Jan 08, 2023
Simple image captioning model - CLIP prefix captioning.

CLIP prefix captioning. Inference Notebook: 🥳 New: 🥳 Our technical papar is finally out! Official implementation for the paper "ClipCap: CLIP Prefix

688 Jan 04, 2023
Active window border replacement for window managers.

xborder Active window border replacement for window managers. Usage git clone https://github.com/deter0/xborder cd xborder chmod +x xborders ./xborder

deter 250 Dec 30, 2022
Awesome Human Pose Estimation

Human Pose Estimation Related Publication

Zhe Wang 1.2k Dec 26, 2022
Unpaired Caricature Generation with Multiple Exaggerations

CariMe-pytorch The official pytorch implementation of the paper "CariMe: Unpaired Caricature Generation with Multiple Exaggerations" CariMe: Unpaired

Gu Zheng 37 Dec 30, 2022
Deep Sketch-guided Cartoon Video Inbetweening

Cartoon Video Inbetweening Paper | DOI | Video The source code of Deep Sketch-guided Cartoon Video Inbetweening by Xiaoyu Li, Bo Zhang, Jing Liao, Ped

Xiaoyu Li 37 Dec 22, 2022
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking

RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Updates 08/2021: check out our domain adaptation for video segmentation paper Domain A

17 Nov 30, 2022
PyTorch implementation of neural style transfer algorithm

neural-style-pt This is a PyTorch implementation of the paper A Neural Algorithm of Artistic Style by Leon A. Gatys, Alexander S. Ecker, and Matthias

770 Jan 02, 2023
Buffon’s needle: one of the oldest problems in geometric probability

Buffon-s-Needle Buffon’s needle is one of the oldest problems in geometric proba

3 Feb 18, 2022
Java and SHACL code commented in the paper "Towards compliance checking in reified I/O logic via SHACL" submitted to ICAIL 2021

shRIOL The subfolder shRIOL contains Java files to execute the SHACL files on the OWL ontology. To compile the Java files: "javac -cp ./src/;./lib/* -

1 Dec 06, 2022
Yolov5 + Deep Sort with PyTorch

딥소트 수정중 Yolov5 + Deep Sort with PyTorch Introduction This repository contains a two-stage-tracker. The detections generated by YOLOv5, a family of obj

1 Nov 26, 2021
The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`

Dice Loss for NLP Tasks This repository contains code for Dice Loss for Data-imbalanced NLP Tasks at ACL2020. Setup Install Package Dependencies The c

223 Dec 17, 2022