readme: ---
  license: openrail
  ---
  # <span style="color:blue">FishNet: AI For Fish Stock Estimation</span>
  
  The attached model was trained on a 63000 dataset of fish images belonging to 163
  species. First, we trained a detectron2 model to detect and segment fish and fiduciary markers on a board.
  The detectron2  model was written in PyTorch, and the final classifier is a ResNet50 keras model.
  
  Below is an example of how to use the 2 models.
  
  ## Packages
  
  
  ## Load Models
  
  
  ## load an image and transform
  
  ## run the segmentation model
  
  ## visualize
  
  ## classify the fish