Features

The Fishial.AI portal is a crowdsourcing user image portal that has a built in AI/ML labeling editor that uses "Fishial Recognition™" to auto detect a fish in a image an identify the fish species.

Portal Features

Main features

• 100% cost free for anyone to use and contribute to the effort
• Web based multiple user crowdsourcing image portal
• Support teams of users working on a single team image library togather
• Allows uploading fish images and quick tagging for machine learning
• Image upload with fish objection detection automatically creating a segmentation polygon around the fish
• Build in fish AI detection of fish species already in the AI model
• Allows complex search to be saved, shared and reused
• Built in machine learning tagging editor
  • Draw a polygon around a fish in the image
  • Automatic object selection & polygon creation tool
  • Tag fish species in image and other meta tags
  • Water depth of fish in water
  • See & set image copyrights per image
  • Draw a fish total length (TTL) line on fish species
  • Draw polygons around various fish traits in selected object
  • Tag fish specie in object
  • Fish traits helper image below object
  • Fish traits supported
    • Mouth form
    • Caudal Fin
    • Pectoral Fin
    • Anal Fin
    • Head shape
    • Dorsal Fin
    • Adipose Fin
    • Pelvic Fin
    • Eye
    • Fish Scales
    • Finlets
    • Patterns
    • Lateral Line
  • Other traits supported per polygon
    • Species Sex
    • Species Age
    • Species is Spawning
    • Weight
    • Length
    • Girth
  • Multiple fish species can be tagged creating one polygon per fish in photo
• Supports Teams
  • One or more Individual can create or join a team
  • Work on a common set of images
• Export dataset formats
  • Standard Microsoft COCO format
  • Fishial COCO extended format that includes fields tagged in image that are not define in a standard COCO model

AI Models

Fish Detection

AI model that can accurately detect the existence of a fish in photo

• Targeted for a both the server an mobile device

Fishial Recognition™

AI model that can accurately perform fish identification with 70-90% accuracy

• Initial model runs within a cloud server and is accessible via an API