The Fallback That Rebuilt the Bug It Was Meant to Fix
Evals caught a bug that turned every healthy plant photo into a confident wrong diagnosis. Fixing it reopened the same […]
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How I Built Plant Disease Diagnosis with CLIP + BGE — On a $43/Month Budget
How I Built Plant Disease Diagnosis with CLIP + BGE — On a $43/Month Budget My staghorn fern was dying.
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Botanify — Q2 2026 Release
Botanify AI – Ask an expert Users can now access to plant disease diagnosis and care advice directly in the
Claude Opus 4.6 Told Me to Give Up. I Asked It to Do More Research Instead
A Q1 challenge + pushing back on Claude I am happy to announce the release of Botanify’s new plant identification
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Botanify — Q1 2026 Release
Model Expansion Plant species coverage expanded from 5,000 to 7,918 species Includes 185 tropical plant species sourced from Singapore’s National
ML training
Future-proofing your ML workflows – Plan for scale, log and hypothesize
If building a plant identification app from scratch was tough, expanding the number of plant classes my app could identify
ML training
8% Accuracy Boost for Plant Identification: How We Hit 80.2% with a GPU switch
When I migrated training for my plant identification model from an AMD Radeon 5700 XT to an NVIDIA RTX 3060