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EVERGREEN HIDEOUT

Growing Knowledge. Growing Food.

An NPO dedicated to regenerative gardening and food security. Follow the Real Grow series for practical, ground-tested gardening knowledge from Soshanguve, Pretoria.

Plant Identifier Documentation

Document ID: EH-ID-2.0 Status: Operational / March 2026

🌿 The AI Botanist

Bridging the gap between backyard curiosity and professional botanical science via Deep Neural Analysis.

Core Engine: PlantNet API v2.0

01 System Architecture

The Evergreen Plant Identifier is a high-performance computer vision tool integrated directly into our platform. Unlike generic search engines, this app uses a Deep Convolutional Neural Network (CNN) to analyze the cellular patterns, vein structures, and morphological characteristics of plant life.

Neural Logic Protocol:

By leveraging the PlantNet API, your photos are cross-referenced against a global database containing over 40,000 verified species. This ensures that South African flora—from Fynbos to Highveld Succulents—is identified with scientific precision.

02 Advanced Functionality

Organ-Specific Recognition Manual filtering for Leaves, Flowers, or Fruit reduces "false positives" and maximizes CPU efficiency.
Confidence Scoring Generate a mathematical probability score. Targets >80% for near-certain botanical identification.
Instant Taxonomy Retrieves both Common and Scientific names for immediate deep-research into soil and care requirements.

Security & Integrity Protocols

To protect our technical investment and maintain a safe environment for Soshanguve growers, the following locks are active:

  • Domain Hard-Lock: Self-terminates if executed outside of evergreenhideout.co.za.
  • Volatile Cache Processing: Zero-storage policy. Photos are purged immediately after identification.
  • Code Obfuscation: JavaScript is protected against API theft and unauthorized tampering.
© 2026 Evergreen Hideout – Botanical AI Division
Curated by Kutlwano Mokoena | Soshanguve Backyard Lab

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