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Consumer uses cached prediction if uploaded file name has been used previously #458

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elaubsch opened this issue Jun 2, 2022 · 0 comments · Fixed by vanvalenlab/kiosk-redis-consumer#196
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Consumer uses cached prediction if uploaded file name has been used previously #458

elaubsch opened this issue Jun 2, 2022 · 0 comments · Fixed by vanvalenlab/kiosk-redis-consumer#196
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@elaubsch
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elaubsch commented Jun 2, 2022

Describe the bug
The consumer uses cached prediction if the uploaded file name has been used previously. This would typically be a good method for avoiding redundant predictions, but it is causing bad Polaris predictions. When a file is uploaded with the same name as was uploaded to previous clusters (before changes that address a bug in the Polaris consumer), the old, incorrect predictions are returned.

To Reproduce

  1. Go to deepcell.org/predict
  2. Download example file
  3. Rename it to MERFISH_example_RGB.png
  4. Submit it for prediction

Expected behavior
Predicted spot locations will be shifted from their locations in the original image.

Screenshots
Bad spot predictions:
image
Good spot predictions:
image
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Save and expose sorted output_names vanvalenlab/kiosk-redis-consumer
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@elaubsch