Platform Overview

Active Validator Flywheel · Step #1311

Decentralized Earth Observation.
Verifiable Climate MRV.

Computer vision neural backends segmenting individual tree crowns, mangrove coastal buffers, and agricultural crop parcels. Verified on Bittensor NetUID 498 with zero-leakage golden ground truth.

Model Agnostic
Polygon Contours
EUDR / Verra Ready
SECTOR 02 · MANGROVE & FARMLAND
High Resolution Satellite Annotation
1
2
Avicennia marina (Mangrove Canopy)

Vertices: 28 pts · IoU: 0.88 · Net Canopy Weight: 0.002

Biome:
0.30 m/px
Commercial Records
55,965
Stored in R2 commercial ledger
Canopies Mapped
285,420
Polygon contours & oriented boxes
Daily Emission
295.2 TAO
Split 50% Miner / 50% Validator
Top Miner Incentive
100.0%
UID 6 · 0.7389 fidelity
MINER ROLEUID 6 Active (100% Incentive)

Participate as a Vision Miner

Deploy your tree detection and canopy segmentation stack. Process 30cm satellite chips, generate polygon contours, and earn on-chain TAO emission.

Open Miner Documentation
VALIDATOR ROLEUID 5 Committing Weights

Run an Evaluation Validator

Stream satellite batches, evaluate miner fidelity against secret local NVMe Golden Sets, and commit consensus weights to NetUID 498.

Open Validator Documentation
Subnet 498 Metagraph

Live Miner & Validator Leaderboard

Real-time telemetry showing UID 6 (Top Miner) earning 100% incentive and UID 5 (Lead Validator) committing on-chain weights with zero-leakage golden truth.

8 Registered Nodes605,114.4 TAO Staked
Regional MRV Runs

Active City Run: Baikal Basin (BBA)

1,083 satellite chips currently undergoing decentralized canopy annotation, Scots Pine classification, and 18,450 ha farmland parcel delineation.

Step #1,311 Active55,965 Canopies Mapped
Decentralized Architecture

How the Climate MRV Flywheel Works

A self-reinforcing cryptographic feedback loop aligning economic incentives with planetary ecological ground truth.

01

Satellite Task Distribution

Validator → Miners

Validators stream high-resolution 30cm Sentinel-2 & WorldView chips. Ephemeral task URLs are served via R2 with cryptographic time-bound access.

Cryptographically Auditable
02

Multi-Modal Canopy Delineation

Miners (Vision Stacks)

Miners run YOLOv8, SAM, and custom neural backends to detect individual tree crowns, mangrove biomes, and cropland boundaries with flexible polygon vertices.

Cryptographically Auditable
03

Zero-Leakage Golden Truth Scoring

Validator Secret Evaluation

Validators inject private Golden Set chips strictly isolated on local NVMe disk (never uploaded to R2). Scoring evaluates spatial IoU, species fidelity, and net canopy weight.

Cryptographically Auditable
04

Consensus & Commercial Export

On-Chain Rewards & Storage

High-confidence winning annotations fuse into the commercial dataset in R2 (commercial/images/ and JSONL). Validators commit on-chain weights to NetUID 498.

Cryptographically Auditable

Strict Golden Ground Truth Isolation

Golden benchmark chips and labels remain strictly isolated on each validator’s local NVMe disk and are never pushed to public buckets. Miners must perform true computer vision inference, guaranteeing cheat-proof on-chain emission distribution.