Created by: Marc Amil
AIM:
- Classify mycelium vs moulds
- Achieve higher throughput and production rate
STEPS:
- Importing Data
- Image Annotation
- Deep Learning
Ways that moulds and mycelium can be differentiated? These are the things I can find if you know any more please add :) Present in mycelium:
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Defined lines raidating it out from a centre (round)
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Structure and shape
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Mould if fuzzy and chaotic --> no lines, no structure
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Some mould is blue, green ...
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Some mould looks like cob-web
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Use the fastai method and some javascript code (Google Images to a csv file with URLs)
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Download URLS into images
Semantic Segmentation