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Segmentation problem: not all seeds in group identified #13

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TaranMeyer opened this issue Nov 27, 2023 · 2 comments · Fixed by ai-cfia/nachet-frontend#124
Closed

Segmentation problem: not all seeds in group identified #13

TaranMeyer opened this issue Nov 27, 2023 · 2 comments · Fixed by ai-cfia/nachet-frontend#124
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bug Something isn't working model Instances where the model doesn't behave as expected

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@TaranMeyer
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Description
Model fails to segment out all seeds in an image.

Expected behavior
Image has six seeds; model should identify six seeds as well as provide six classifications

Actual Behavior
Only five of the seeds were given bounding boxes; two classifications appear to be attached to one bounding box. This error did not occur when the same seeds were arranged in rows, but occurred when they were placed irregularly.

Supporting Images
To better understand the issue, please add screenshots:

  • Results: Include a screenshot of the interface showing the classification error or the issue as it appears in your environment.

Screenshot 2023-11-24 Capture 2

  • Source Image: Attach the actual picture or image used when you encountered the issue.

Solanum rostratum six seeds 2-2023-11-24

  • Microscope Settings:
    WIN_20231124_16_39_06_Pro
    WIN_20231124_16_39_16_Pro
@TaranMeyer TaranMeyer added the model Instances where the model doesn't behave as expected label Nov 27, 2023
@TaranMeyer TaranMeyer changed the title [Type of Misclassification]: [Issue Description] Segmentation problem: not all seeds in group identified Nov 27, 2023
@MaxenceGui MaxenceGui added the bug Something isn't working label Mar 12, 2024
@MaxenceGui
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Seems to be solve with the latest change to Nachet Backend:

  • Swin Transformer:

Image

  • Nachet 6seeds

Image

@TaranMeyer
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Woohoo! Looks like you nailed this issue.

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Labels
bug Something isn't working model Instances where the model doesn't behave as expected
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