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SIP BASIC OBJECT DETECTION

Download weights

To operate properly component requires weights. Before building image download it from link https://drive.google.com/file/d/1icxJEh4Ocs2cO64TKP3DVKheFPtOVmCm/view?usp=sharing and place it in folder next to Dockerfile. Downloaded file must have the following filename: best.pt

Build image

docker build -t quantumobile/sip_basic_objects_detection .

Pull image

docker pull quantumobile/sip_basic_objects_detection

Push to registry

docker push quantumobile/sip_basic_objects_detection

Docker run command

docker run \
    -e "PLANET_ORDER_ID=#############################" \
    -e "OUTPUT_FOLDER=/output" \
    -e "PLANET_API_KEY=###############################" \
    -v `pwd`/data/results:/output \
    quantumobile/sip_basic_objects_detection

How to add model to SIP

  1. Open Admin page, localhost:9000/admin/
  2. In AOI block select Components and click on +Add
    • Add Component name: Add your name
    • Add Image: quantumobile/sip_basic_objects_detection
    • Add Additional parameter PLANET_ORDER_ID
    • Select Planet API key is required
    • GPU is needed for a component to run could be selected (optional)
  3. SAVE
  4. Update page with SIP app (localhost:3000)
  5. Select Area or Field on the map and save it
  6. Drop-down menu on your Area or Field -> View reports
  7. Create new
  8. In Select layers choose your component, add additional params like Year, Date range and so on
  9. Save changes