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Remodelling #45

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Remodelling #45

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xbngrg
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@xbngrg xbngrg commented Nov 7, 2021

This is the branch for updating the NN model to better classify leaves.

@xbngrg xbngrg requested a review from KDArslan November 7, 2021 11:19
@xbngrg xbngrg added enhancement Improves previous feature help wanted Extra attention is needed implementation Adds new feature labels Nov 7, 2021
@xbngrg xbngrg added this to In progress in Stage 2 - LEAVES via automation Nov 7, 2021
@xbngrg xbngrg linked an issue Nov 7, 2021 that may be closed by this pull request
@xbngrg xbngrg removed a link to an issue Nov 7, 2021
@xbngrg xbngrg linked an issue Nov 7, 2021 that may be closed by this pull request
@KDArslan
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KDArslan commented Nov 7, 2021

Classification suggestion for leaves: entire, lobed, and toothed leaves
Entire leaves : round/oval shaped with smooth edges
Lobed leaves: "classic" leaf shape with multiple lobes and indentations between them
Toothed leaves: sharp edges with many "teeth"

@KDArslan
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KDArslan commented Nov 7, 2021

Implementation:

  1. creating a data set by hand with the current drawing feature
    --> resulting training set for the NN will be close to images it will be applied to in the end, but dependent on manual entry
  2. automate creation algorithmically: entire leaves represented as oval shapes, lobed leaves add 3-7 triangluar shapes to the oval, and toothed leaves add 8-20(?) smaller trangles on the ovals edge
    --> resulting training set may be more abstract and potentially less accuarte for the final use

Updates p5aiui.pde (now leafgen.pde) to generate leaf-like shapes.
@xbngrg xbngrg closed this Nov 12, 2021
@xbngrg xbngrg deleted the remodelling branch November 12, 2021 20:33
Stage 2 - LEAVES automation moved this from In progress to Done Nov 12, 2021
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enhancement Improves previous feature help wanted Extra attention is needed implementation Adds new feature
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Leaf classification
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