Commit Graph

3 Commits

Author SHA1 Message Date
666caf71ba renames training, adds coco training script 2021-08-10 13:52:28 +02:00
4de74afcd1 adds coco image split script, update evaluation
- evaluation now pauses via pdb and correctly divides
  the image sizes
- coco image requires a 'coco' folder with the COCO
  'val2014' and 'annotations' folder downloaded from the
  cocodataset website
- the script splits up the dataset by snipping the bounding-
  box from the images and saving it into a seperate folder
  for later parsing by the siamese network
2021-08-06 13:24:08 +02:00
fbc6ee8187 remodels siamese network with vgg16 and 100x100 input
- worse performance than with initial design
- vgg16 pretrained weights are used for the base
  network, which is then piped into a custom head
  model, which
    - flattens the layer (previously done in the base model)
    + Dense Layer
    + Normalization
    + Activation
- training split with 360 fruits used, same as previous mode
- maximum prediction level around 0.95 after ca 60 epochs
2021-07-28 19:02:48 +02:00