Generate 5sec version pre-training model

OxWearables / ssl-wearables

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

https://oxwearables.github.io/ssl-wearables/

Other

104 stars 24 forks source link

Generate 5sec version pre-training model #3

Closed angerhang closed 1 year ago

angerhang commented 2 years ago

Because of the lack the homogenous baselines, to validate the effectiveness of the SSL models, we shall also assess the model performance using a different window length

[ ] Reprocess all the baseline datasets using 5 sec window
[ ] Pretrain the SSL model in 5 sec window
[ ] Evaluate the SSL with on all the baselines and generates the benchmark table

angerhang commented 1 year ago

This seems to be a more popular demand now than before as requested by several other co-workers. Will aim to do this before Christmas.

angerhang commented 1 year ago

done