Look closer.
Understand the evidence.
Cannabis plant health, microbial contamination and the limits of visual diagnosis. Three evidence-led articles connecting plant science with cameras, sensors and interpretable data.
Explore the seriesThree connected perspectives. From visible changes to evidence that can support a conclusion.
The plant
What symptoms and microbial names can tell us — and what they leave unresolved.
The image
Where camera observations end and laboratory identification begins.
The environment
How to interpret environmental records alongside microbiological results.
Three articles. One evidence trail.
Read independently or follow the sequence. Each article includes sources, visual explanations and a research brief.
Plant healthCannabis plant pathogens: fungi, bacteria and the meaning of a diagnosis
A clear guide to pathogen groups, visible symptoms and microbial findings in cannabis — and why an organism’s name alone does not explain a plant problem.
Read article
Plant healthPlant disease photography: what cameras can show and what a laboratory must confirm
How to read plant images, AI confidence scores and laboratory findings without confusing a visual change with a confirmed pathogen diagnosis.
Read article
Plant healthMicrobial contamination indoors: plant disease, environmental findings and product quality
Why an environmental finding, a diseased plant and a product test answer different questions — and how sensor data fits into the evidence.
Read articleClear observations. Measured claims.
Hamfy brings an engineering perspective to monitoring. This series reviews published research; it does not report a Hamfy disease trial or a validated diagnostic product. We separate observed changes, model estimates and laboratory findings so each claim can be checked.
Read our plant-vision research caseMake your monitoring data interpretable.
We can discuss camera records, sensor histories and how to connect observations with independently verified results.