Capture
Acquire repeatable microscopic imagery from prepared samples.
Diagnostic chain
One instrument. Four decisive movements.
Process
Standardise visual inputs for dependable model inference.
Infer
Run disease and fertility models entirely on edge hardware.
Explain
Return visual evidence that supports an operator’s decision.
01Sample
A field reality enters the lens.
02Signal
The model isolates what deserves attention.
03Decision
Evidence returns to the operator.
Evidence, visible
Designed to show its reasoning.
Visual explanations connect model output to the microscopic regions that matter, helping keep a trained operator in the loop.
Explore the research
Explainability / Grad-CAMRecognition
The work travelled farther than the prototype.
7.6 MB / PDFProject Report
Go beyond the overview.
Trace SeriScope from field sampling and microscopy to model evaluation, explainability, and edge deployment.
SeriScope: A Low-Cost Edge-AI System for Fertility and Disease Assessment of Tassar Silkworm Eggs
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