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 together

• Allows uploading fish images and quick tagging for machine learning

• Automatic fish species object detected and creates a segmentation polygon around each fish.

• Automatic human face blurring for privacy

  • 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