Data and code for ECCV2020 paper 'Segmenting Transparent Objects in the Wild'
License: Apache License 2.0
Please refer to https://xieenze.github.io/ for more details.
Dear authors, Thanks for releasing the code and dataset. This is a great contribution.
I noticed that the dataset does not have instance information. What I mean is if there are three glasses in an image, its ground truth mask label is one boolean image instead of three images representing the mask of one glass each.
Do you somehow have the instance information somewhere? It would be super useful to me.
Thanks!
I am currently working on a project that requires transparent object segmentation, and I came across the Trans10K dataset, which contains images of transparent objects in real-world scenarios. However, I found that the dataset is lacking in annotations, which are crucial for training a segmentation model. After searching for alternative datasets, I have been unable to find one that meets my requirements of having annotations for objects with 100% transparent backgrounds. I would appreciate any guidance or assistance in finding a suitable dataset or obtaining annotations for the Trans10K dataset.
I'm trying to follow up the code with demo but it doesn't work with the following error:
(seg_trans) ➜ Segment_Transparent_Objects git:(master) ✗ python setup.py develop
running develop
running egg_info
writing segmentron.egg-info/PKG-INFO
writing dependency_links to segmentron.egg-info/dependency_links.txt
writing top-level names to segmentron.egg-info/top_level.txt
reading manifest file 'segmentron.egg-info/SOURCES.txt'
adding license file 'LICENSE'
writing manifest file 'segmentron.egg-info/SOURCES.txt'
running build_ext
copying build/lib.linux-x86_64-3.6/segmentron/_C.cpython-36m-x86_64-linux-gnu.so -> segmentron
Creating /home/jinrae/miniconda3/envs/seg_trans/lib/python3.6/site-packages/segmentron.egg-link (link to .)
segmentron 0.1 is already the active version in easy-install.pth
Installed /home/jinrae/workspace/Segment_Transparent_Objects
Processing dependencies for segmentron==0.1
Finished processing dependencies for segmentron==0.1
(seg_trans) ➜ Segment_Transparent_Objects git:(master) ✗ pip freeze | grep tabulate
tabulate==0.8.10
(seg_trans) ➜ Segment_Transparent_Objects git:(master) ✗ CUDA_VISIBLE_DEVICES=0 python -u ./tools/test_demo.py --config-file configs/trans10K/translab.yaml TEST.TEST_MODEL_PATH ./demo/16.pth DEMO_DIR ./demo/imgs
Traceback (most recent call last):
File "./tools/test_demo.py", line 16, in <module>
from tabulate import tabulate
ModuleNotFoundError: No module named 'tabulate'
(seg_trans) ➜ Segment_Transparent_Objects git:(master) ✗
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
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.