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License: CC BY
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License: CC BY
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Software . 2026
License: CC BY
Data sources: Datacite
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SplineDist UNet Weights for Drosophila melanogaster Egg Detection

Authors: Alfredson, Robert;

SplineDist UNet Weights for Drosophila melanogaster Egg Detection

Abstract

This file contains pre-trained weights for the UNet backbone of a SplineDist-based object detection model, a variant of StarDist, optimized for detecting Drosophila melanogaster eggs in backlit images of transparent gel substrates. The model was trained for 400 epochs and is designed for use within the counting-3 codebase.To ensure proper functionality, place the model file in the project/models/ directory. The associated configuration file is project/configs/unet_backbone_rand_zoom.json, as referenced in the code.

Keywords

Artificial neural networks, Behavioural neuroscience, Animal behaviour

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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