Incorporate Head Movement
Open
Accuracy
- Dominant language
- HTML
- Stars
- 3.9k
- Forks
- 578
- PR merge metrics
- No merged PRs in 30d
Description
Currently the position of the head is not being accounted for. Any motion of the head can severely impact the accuracy of the model. Webgazer should include information about the head position in its regression models to improve accuracy.
Contributor guide
No contributing guide indexed for this repository
Research direction
Start by locating WebGazer's regression models and the existing inputs used for eye-position prediction. Determine how head position could be represented and how accuracy would be evaluated, then identify or add a focused validation path for the updated model.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- javascript
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100