1996scarlet / Laser-Eye

Gaze Estimation via Deep Neural Networks
GNU General Public License v3.0
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Eye close detection #7

Open gautamMalu opened 4 years ago

gautamMalu commented 4 years ago

@1996scarlet In the paper "Realtime and Accurate 3D Eye Gaze Capture with DCNN-based Iris and Pupil Segmentation" you have mentioned a separate FC branch in IRIS segmentation model to classify the eye as close and open. I am not able to find that branch in your shared model here https://github.com/1996scarlet/Laser-Eye/blob/master/weights/iris-symbol.json

1996scarlet commented 4 years ago

Well, since the author of that paper is not me. When reproducing his model, I found that the effect of adding a FC layer to classify the eye as close and open was very bad, so I deleted this structure. I judge the state of the eye by counting the number of iris pixels.

Gautam Malu notifications@github.com 于2020年4月22日周三 下午5:11写道:

@1996scarlet https://github.com/1996scarlet In the paper "Realtime and Accurate 3D Eye Gaze Capture with DCNN-based Iris and Pupil Segmentation" you have mentioned a separate FC branch in IRIS segmentation model to classify the eye as close and open. I am not able to find that branch in your shared model here https://github.com/1996scarlet/Laser-Eye/blob/master/weights/iris-symbol.json

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