Comments (5)
Hi @gachiemchiep Thanks for your interest of the paper. The output value of R is the coordinate of 3D bounding box which is a 24D vector in the paper, and the output value of T is [x, y, z]. The labeling process is not available yet, but we use the implementation in this git (https://github.com/thodan/bop_toolkit) to transfer the 3D object model to the scene.
from g2l_net.
@DC1991
Thank you for your reply.
I understand the meaning of R. So what is the meaning of [x, y, z] of T?
I will lurk into bop_toolkit to find more detail about creating training dataset.
from g2l_net.
@gachiemchiep Sorry for unclear description. [x,y,z] means the 3D coordinate of T which is the translation vector.
from g2l_net.
@DC1991 Thank you for your explaination
I'm trying to visualize the detection result.
Is the depth data and RGB use the same coordinate origin? So the [x, y, z] can be understood as:
- (x, y) = coordinate of detected point in image space
- z = the value of depth.
Sorry I'm totally loss at understanding the T (translation). Is T the translation value between image and depth ?
from g2l_net.
@gachiemchiep . We use RGB to locate the 2D bounding box of the object, and we transform the depth image to point cloud with known camera parameters. So [x,y,z] is the 3D coordinates of the points.
from g2l_net.
Related Issues (20)
- no such file "../models/1/best_1.pt" HOT 1
- 请问如何让图片像论文中那么清晰? HOT 4
- How to understand section3.2 "Translation localization" HOT 5
- Some questions about 3D sphere HOT 2
- Excuse me.I can't find the function “get_RT_bat” in utils_funs.py when I run "train_G2L.py". HOT 1
- 模型的训练问题 HOT 2
- Where is the code of G2L_Net?
- can't run demo HOT 2
- How to train on ycb-datasets? HOT 1
- 运行test_linemod.py,读取图像数据出错 AttributeError: 'NoneType' object has no attribute 'shape' HOT 11
- Where is the "get_RT_bat" which is in "train_G2L.py"?
- Can you provide the code of train_yolov3?
- AttributeError: 'NoneType' object has no attribute 'shape'
- the code of drawing 3D frame for the target object
- Can you tell me the clear structure of the dataset folder? HOT 1
- 网络训练效果问题 HOT 1
- About making 'best_obj.pt' on my own HOT 3
- 在一张1080ti上 YCBV数据集大概要训练多久
- test for my own
- RuntimeError: cannot reshape tensor of 0 elements into shape [0, -1] because the unspecified dimension size -1 can be any value and is ambiguous
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from g2l_net.