facebookresearch / facebookresearch/emg2pose

CSV Label Formatting

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Python
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Description

Hello, I was looking through the metadata and wanted to clarify the labeling used in `emg2pose_metadata.csv`.

1. The first column is named `session`, however in session `2022-04-07-1649318400-8125c-cv-emg-pose-train@2`, there is data that is not contiguous in time (there are other sessions that occur between stages of this session). The first continuous part of this session starts at `1649314883.5666700` and the second continuous part of this session starts at `1649398329.3833300`.

2. It also seems like it is never defined what `demonstration` and `training` mean in the session label.

3. This is just a small detail, but for some users, there seem like there are 2 sessions or 5 sessions, although the paper mentions users only have 3-4 sessions each. These 2 sessions seem to be the only sessions from another user: `2022-12-06-1670313600-e3096-cv-emg-pose-train@2`, `2022-12-06-1670313600-c3e72-cv-emg-pose-train@2`. These 5 sessions seem to be from one user: `2022-04-13-1649836800-a5d25-cv-emg-pose-train@2`, `2022-04-13-1649836800-45bfc-cv-emg-pose-train@2`, `2022-04-13-1649836800-8892f-cv-emg-pose-train@2`, `2022-04-13-1649836800-e6cfb-cv-emg-pose-demonstration@2`, `2022-04-13-1649836800-6e2c7-cv-emg-pose-demonstration@2`.

Contributor guide

Open the contributing guide

Research direction

Start by inspecting emg2pose_metadata.csv and the session-label definitions in the paper or repository documentation. Verify the reported discontinuities, session counts, and the meanings of “demonstration” and “training”; done means the metadata labeling is clarified or corrected and the observed discrepancies are explained.

Written by the indexing model from the issue text.

Assessment

Domain
data, documentation
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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