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wildguard-rf-fire-model
adityakadam7/wildguard-rf-fire-model
wildguard-rf-fire-model is a machine learning model from adityakadam7. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This repository contains a trained RandomForestClassifier used by the WildGuard system to detect high-probability wildfire events from NASA FIRMS satellite data.
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Updated Dec 19, 2025
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At a glance
- License
- mit
- Access
- Public
- Created
- Dec 19, 2025
- Updated
- Dec 19, 2025
- SHA
- 7de26f2c
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Model card
From the Hugging Face model README
WildGuard Random Forest Fire Detection Model
This repository contains a trained RandomForestClassifier used by the WildGuard system to detect high-probability wildfire events from NASA FIRMS satellite data.
Model Details
- Algorithm: Random Forest
- Features:
- latitude, longitude
- bright_ti4, bright_ti5
- frp, scan, track
- daynight, hour, month
- Output: Probability of wildfire event
Intended Use
- Real-time wildfire monitoring
- Alerting systems
- Research & academic projects
Limitations
- Dependent on satellite resolution and FIRMS latency
- Not a replacement for official emergency systems
Associated Project
Frontend & backend available in:
- License
- mit
- Created
- Dec 19, 2025
- Updated
- Dec 19, 2025