TerraPulse AI
📷 Local AI Visual & Audio Detector
Runs open-weight vision & spectrogram models 100% locally on your browser. Zero cloud dependencies.
🔬 Field Identification Guide
Real-time open AI taxonomy & trail safety analysis.
| Habitat & Range | Woodlands & Autumn Shrublands |
| Trail Safety / Edibility | Harmless / Protected Species |
| Active Season | Year-round (High Fall Activity) |
| Ecological Role | Seed Disperser & Insect Control |
| Local Open AI Model | BioCLIP-Quantized-v2 |
🍁 Scenic Foliage Route Generator
Generates screen-free outdoor routes optimized for autumn leaf colors and birding spots.
🗺️ Offline Trail Canvas & Foliage Hotspots
Interactive offline terrain map with foliage density & birding stops.
🪴 Local Frost Date & Weekly Planting Planner
Calculates planting schedules based on your local autumn/spring frost timeline.
- ✅ Plant Garlic cloves and Spinach 4-6 weeks before hard freeze.
- ✅ Mulch garden beds with fallen autumn leaves to retain moisture.
- ✅ Sow overwintering cover crops (Winter Rye / Clover).
🌾 Open AI Companion Plant Matrix
Click any crop to reveal open-source agronomy pairings for pest control & soil enrichment.
📖 Outdoor Trail Log & Species Journal
Your offline record of wild observations and screen-free outdoor achievements.
🏅 Touch Grass Achievement Badges
Earn badges by minimizing screen time and scouting outdoors with Open AI.
🔓 Why Open Innovation Matters for Touch Grass AI
A deep dive into why open-weight models and in-browser local inference win over closed cloud APIs when you're in the wild.
📶 1. Works on the Trail with Zero Cell Signal
When you're deep in a state park, forest, or mountain trail, cell signal drops to zero bars. Closed APIs (like OpenAI GPT-4 Vision or Claude) instantly fail. Open-weight models (BioCLIP, SmolVLM, MobileNet) run 100% locally in your browser memory via WebAssembly/WebGPU.
🛡️ 2. Total Privacy & Location Sovereignty
Your exact GPS trail coordinates, home garden locations, and photos never touch a third-party server. Everything stays on your laptop or phone.
💰 3. Zero API Costs & Unlimited Local Inference
No rate limits, no subscriptions, no per-image billing. Run 10,000 plant classifications on a hiking trip for $0.00 compute cost.
🔧 4. Model Swapping & Custom Fine-Tuning
Open weights allow swapping specialized models (e.g. BioCLIP for plants, Whisper for bird audio, Swin Transformer for mushrooms) or quantizing down for ultra-low battery consumption.
⚙️ Open Model Weight Selector
📊 Architectural Breakdown: Open-Source AI vs Closed Cloud APIs
| Feature Criteria | TerraPulse Open AI (Local) | Closed Cloud AI APIs |
|---|---|---|
| Trail Functionality (No Signal) | ✓ 100% Fully Functional | ✗ Fails (Network Timeout) |
| Data Privacy | ✓ 100% On-Device Storage | ✗ Data Harvested on Cloud |
| Inference Cost | ✓ $0.00 Forever | ✗ $0.01 - $0.03 Per Call |
| Latency on Mobile | ✓ ~14 ms (Direct Wasm/WebGPU) | ✗ 600ms - 2500ms (HTTP Roundtrip) |
| Screen-Time Focus | ✓ Screen-Free Voice Cues | ✗ Constant Phone Screen Usage |