automl / automl/NASLib

Downloading taskonomy with download_tnb.sh

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#182 2 comments 0 reactions 0 assignees View on GitHub
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Python
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Description

I am having trouble downloading the taskonomy dataset using download_tnb.sh. I created a directory for each of the buildings and ran the file. Now, my files look like this (I will give one filename as example):
dataset/
----benevolence/
--------class_object/
------------point_0_view_0_domain_class_object.npy
--------class_scene/
------------point_0_view_0_domain_class_scene.npy
--------normal/
------------point_0_view_0_domain_normal.npy
--------rgb/
------------point_0_view_0_domain_rgb.png
----other_building/
etc

With this file structure, generate_splits.py looks at wrong files and my splits are empty, for example benevolence.json has "[]" an empty list as entry.

I have been struggling to find the right way to download the data with the correct naming and could really use some help.

Contributor guide

Open the contributing guide

Research direction

Start with download_tnb.sh and generate_splits.py, then compare the generated directory and file names with the paths generate_splits.py scans. Reproduce the empty benevolence.json result using the shown dataset layout; done means the downloader and split generator agree and produce non-empty splits.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, shell
Domain
data, machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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