Outdoor Routes & Botanical Checkpoints
Structured hiking and field corridors generated using open-weight spatial reasoning. All waypoints are computed without external cloud telemetry.
Ramble Hardwood & Outcrop Survey
This corridor passes through mixed mature hardwood stands, rocky terrain, and secondary growth understory. The objective is to record native fall foliage specimens and log structural waypoints without continuous mobile screen usage.
| Status | Taxon / Target | Classification Target | Target Coordinates | Verification Action |
|---|
Model Specifications & Inference Pipeline
Local Offline PipelineSpatial GIS & Trail Navigation
Real-time GPS track recording and waypoint projection. Tiles rendered via OpenStreetMap standard specifications.
On-Device Visual Landmark Classifier
Botanical specimen verification executed directly within the browser runtime using WebAssembly and ONNX. No photographs are uploaded to remote servers.
Classification Diagnostics
Inference Latency: 36ms| Taxon / Class Label | Softmax Probability | Target Verification | Action |
|---|---|---|---|
| Acer saccharum (Sugar Maple) |
|
Verified Match |
Cataloged Botanical & Infrastructure Records
Local database of verified observations stored in client storage with cryptographic hashes and timestamp logs.
| Record ID | Scientific Name | Taxonomic Division | Probability | Coordinates | Timestamp |
|---|
Developer & Project Documentation
Technical specifications, architectural foundations, and author contact profiles.
Saurabh Kumar
Full-Stack Web Developer & Data Analyst
Project Author: GreenPulse
GreenPulse is developed as a focused open-source GIS and edge-intelligence application. The primary design goal is functional autonomy: routing, landmark indexing, and photographic validation operate on localized weights, preventing external network dependencies and eliminating user behavioral tracking on remote infrastructure.