brinzaengineeringai

microlens-v3

Gemma 4 E2B fine-tuned for microscopy ID — rich 4-section scientific descriptions (genus + morphology + habitat + ID cues). Same 3.4 GB as v2, runs offline on laptop / phone. Apache 2.0. Research model — not a medical device.

vision tools thinking audio

10 Pulls 1 Tag Updated 20 hours ago

microlens-v2

Gemma 4 E2B fine-tuned on 122k microscopy VQA · 145+ genera · 5 categories · runs offline on a sub-$100 phone · Unsloth + llama.cpp · Apache 2.0 · research/educational only, not a medical device

vision

4 Pulls 1 Tag Updated 2 days ago

microlens-v1

First iteration of MicroLens · Apr 24 · 24k VQA across 9 mixed microscale categories (pollen, algae, yeast, minerals, snow, tardigrades, plant disease, PCB, zooplankton) · proof-of-concept · superseded by v2/v3 · research only, not a medical device

vision

1 Tag Updated 2 days ago