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Working of model in low-lit conditions #100

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AjayBhat29 opened this issue Oct 24, 2020 · 0 comments
Open

Working of model in low-lit conditions #100

AjayBhat29 opened this issue Oct 24, 2020 · 0 comments

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@AjayBhat29
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Hello @natanielruiz
I have a few doubts that I would like to clarify.

  1. Is this model suitable for estimating head pose during low-lit and night vision conditions?
    If yes, is it expected to give similar accuracy as normal well-lit conditions?
    Also, are we supposed to include some changes for it to work in dim-lit conditions? If yes, could you please mention them?

  2. In the code file the following snippet is used:

transformations = transforms.Compose([transforms.Scale(224), transforms.CenterCrop(224), transforms.ToTensor(), transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])])

Is there any particular need to transform the image into 224 X 224?
If yes, could you please explain the need to do the same?

P.S. I am really grateful this implementation exists.

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