facebookresearch / facebookresearch/co-tracker

Integer queries give strange (and presumably wrong) results

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Dominant language
Jupyter Notebook
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Description

I tested the offline model on some of my data with manually-selected queries and it worked ok. Then I tried it again and got garbage results with tracks valued more or less in (-2,2) (and that's for 480x640 images). Eventually I found out that the cause of this was my specifying the queries as integers rather than floats in the second trial. FYI.

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Open the contributing guide

Research direction

Reproduce the offline model with the same 480x640 data, comparing integer and float query inputs. Inspect the query-input path and define done as valid track values for integer queries or an explicit, documented rejection of unsupported integer inputs.

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Assessment

Tech stack
jupyter-notebook
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
42/100

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