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JamesQFreeman / MicEye

Record radiologists' eye gaze when they are labeling images.
MIT License
44 stars 10 forks source link

Train on my own dataset (video data for visual building inspection) #4

Open rakehsaleem opened 8 months ago

rakehsaleem commented 8 months ago

Hi @JamesQFreeman ,

I am working on a similar problem but with a slightly different application. The goal of my project is to identify damage on a structure for visual building inspection. I have collected the data using Tobii Pro Glasses, and 3 of the 10 participants were on two building sites. My data is in the form of videos (3~5 mins long) with all the gaze information included with it.

You have used a screen-based eye tracker for your project, and I have used wearable glasses for my project, so I was wondering if there is a way I can use the data I have collected and replicate it with your method. Also, while I was going to set up the environment, I got a challenge with Tobii's stream engine API as it's not available publicly, and they only provide a Pro SDK kit. Can you help me this how I can overcome this or how I can simply use my data to use your method and generate attention maps for building inspector's visual attention?

Thank you so much for your help.

rakehsaleem commented 8 months ago

When I followed your installation instructions using what provided in the documentation, it gives me the error saying:

image