Curated from the research vault

Notes

Selected experiment logs, methodology notes, and reading notes from ongoing systems work.

2026-07-16
research log

Muzzle-Based Livestock Identification: Technical & Field Report

A detailed technical and field report on the Siamese deep metric learning system for non-invasive livestock biometric identification, developed at Plantsat in collaboration with UNDP Nepal.

computer-visiondeep-metric-learningsiamese-networkslivestockon-device-mlUNDP