ESP32-S3 TinyML Local Neural Processing.
Designed for local on-device inference with zero video streaming and complete volatile SRAM privacy.
240MHz Dual-Core Engine
Quantized TinyML models designed to run directly on internal hardware silicon.
Volatile SRAM Overwrite
Thermal frames exist in volatile SRAM for edge inference and are immediately purged.
Open Research Framework
Designed to connect raw telemetry streams to open research and home automation pipelines.
Signals
What is happening?
Interpretation
What could it mean?
Understanding
Why is it happening?
Connection
What does this tell us?
Care
What should we do?
From raw thermal biometrics to natural human speech.
An interactive demonstration of how NIH-01 is designed to translate invisible leaf micro-climates into clear plant voice interpretations.
“"My leaves are slightly cooler than the room air and ambient humidity is steady. Transpiration is operating peacefully, though I may enjoy a gentle sip of room-temperature water later this afternoon."”
NIOS™ — How Vriksh Vani Understands Living Systems.
Nature Intelligence Operating System (NIOS™) bridges non-invasive biophysics, edge AI inference, and natural human communication.
The three foundational layers connecting plants and humans
Biophysical Capture
LWIR Leaf Thermography · BME688 MOX Sensing · Ambient VPD & Relative Humidity
Local Edge TinyML
ESP32-S3 INT8 Quantization · Stomatal Behavior Classification · Confidence Scoring
NTE™ Voice Guidance
Natural Spoken Language · Explanatory Guidance · Empathy & Intuitive Plant Care
Biological Signal Capture
FLIR thermal arrays measure leaf temperature fluctuations; BME688 gas sensor captures VOCs.
Biophysical Telemetry
Local SHT41 ambient sensors compute real-time Vapour Pressure Deficit (VPD) to monitor transpiration load.
Edge TinyML Classification
On-device ESP32-S3 compute evaluates candidate physiological states such as stomatal behavior, hydration-related stress, and thermal stress.
NTE™ Neural Voice Concept
Translates biophysical states into natural human expressions across multiple language profiles.
Empathy-Driven Awareness
Transforms plant care from guesswork into an intuitive bond between human and living nature.
Actionable Guidance
Translates measured signals into possible plant-care insights before physical wilting occurs.
FLIR Thermal Leaf vs Air Visualizer
ILLUSTRATIVE THERMAL MODELSimulated Educational Model — Not Live Experimental Telemetry
Illustrative Physics Model: Transpiration can produce measurable leaf-surface cooling relative to surrounding conditions. The magnitude varies with species, relative humidity, VPD, and airflow. The values above demonstrate a theoretical thermal model rather than live experimental hardware readings.
NIH-01 System Architecture
Non-Invasive Sensor Fusion → TinyML INT8 Engine → NTE™ Speech
Engineered for absolute clarity, crafted for beauty.
Every planned component inside the NIH-01 hub concept is chosen to respect plant biology and human privacy.
FLIR Thermal Biometrics
Targeting FLIR Lepton 3.5 thermal array to read true leaf surface temperature non-invasively without physical contact.
Bosch BME688 MOX Sensing
Designing with BME688 sensor to measure VOCs and environmental gas signals.
NTE Spoken Voice Engine
Translating biophysical readings into calm voice interpretations across multiple languages on-device.
TinyML Edge Compute
Local-first neural inference designed for low latency with optional encrypted telemetry synchronization.
100% Volatile SRAM Privacy
Thermal frame buffers exist strictly in volatile RAM. No visual images or audio are ever recorded or stored.
Matter & Smart Home Vision
Designed to integrate with Home Assistant, Apple Home, Google Home, and Alexa via Thread and Wi-Fi mesh protocols.
Species Research Library
Building species-specific biophysical profiles for tropicals, succulents, and indoor house plants step by step.
Kiln-Fired Artisan Ceramic
Designed with slip-cast biophilic ceramic fired at high temperatures to blend into living spaces.
Join the Nature Intelligence Journey.
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