Changes between Version 96 and Version 97 of Other/Summer/2024/aiBD


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Timestamp:
Jul 29, 2024, 6:56:28 PM (4 months ago)
Author:
bmy25
Comment:

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  • Other/Summer/2024/aiBD

    v96 v97  
    152152Ran a control training test (compass data). Obtained high accuracy -> successful workflow test
    153153
    154 Ran training on ant
     154Ran training on ant-data. Suspiciously high accuracy, possible overfitting
     155Grad-CAM plots suggest model is looking at the background instead of the ants. There could be a possible lighting issue in the apparatus.
     156
     157[[Image(Screenshot 2024-07-29 at 2.49.53 PM.png​​, 34%)]]             [[Image(Screenshot 2024-07-29 at 2.48.26 PM.png​, 64%)]]
     158
     159Added background-subtraction to honeybee data. Better models the simulated dataset. Subtraction should remove noise -> improve model accuracy
    155160
    156161[[Image(no-background-subtract-ezgif.com-video-to-gif-converter.gif​, 40%)]] [[Image(background-subtract-ezgif.com-video-to-gif-converter.gif​, 40%)]]
    157162
    158 [[Image(Screenshot 2024-07-29 at 2.49.53 PM.png​​, 34%)]]             [[Image(Screenshot 2024-07-29 at 2.48.26 PM.png​, 64%)]]