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DM i AI 2024 - rerun

Usecases

Cell Classification

Given a small dataset of cell images, classify them into different types.


Resources


Service info

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/predict
# Get status
curl https://cases.dmiai.dk/api/v1/usecases/cell-classification/status
    -X GET
    --header "x-token: "
# Test connection
curl https://cases.dmiai.dk/api/v1/usecases/cell-classification/verify
    -X POST
    --header "x-token: "
    --data '{
      "url": "/predict"
    }'
# Validate service
curl https://cases.dmiai.dk/api/v1/usecases/cell-classification/validate/queue
    -X POST
    --header "x-token: "
    --data '{
      "url": "/predict"
    }'
# Get validation status
curl https://cases.dmiai.dk/api/v1/usecases/cell-classification/validate/queue/<uuid>
    -X GET
    --header "x-token: "

Danger Zone

You only have one (1) evaluation attempt per usecase. Only run an evaluation when you are sure your service is working and optimized.

# Evaluate service
curl https://cases.dmiai.dk/api/v1/usecases/cell-classification/evaluate/queue
    -X POST
    --header "x-token: "
    --data '{
      "url": "/predict"
    }'
# Get evaluation status
curl https://cases.dmiai.dk/api/v1/usecases/cell-classification/evaluate/queue/<uuid>
    -X GET
    --header "x-token: "