CNN-ASPP¶

Overview¶

wildfire_aspp is the backward-compatible public PyHazards entrypoint for the CNN + ASPP wildfire spread model.

At a Glance¶

Hazard Family

Wildfire

Public catalog grouping used for this model.

Maturity

Implemented

Catalog maturity label used on the index page.

Tasks

Spread

Benchmark Family

Wildfire Benchmark

Primary benchmark-family link used for compatible evaluation coverage.

Description¶

wildfire_aspp is the backward-compatible public PyHazards entrypoint for the CNN + ASPP wildfire spread model.

PyHazards keeps the alias for compatibility while the implementation delegates to the native wildfire_cnn_aspp builder under the hood.

Benchmark Compatibility¶

Primary benchmark family: Wildfire Benchmark

Mapped benchmark ecosystems: WildfireSpreadTS

External References¶

Paper: Application of Explainable Artificial Intelligence in Predicting Wildfire Spread

Registry Name¶

Primary entrypoint: wildfire_aspp

Aliases: wildfire_cnn_aspp

Supported Tasks¶

Spread

Programmatic Use¶

import torch
from pyhazards.models import build_model

model = build_model(
    name="wildfire_aspp",
    task="segmentation",
    in_channels=12,
)

x = torch.randn(2, 12, 64, 64)
logits = model(x)
print(logits.shape)

Notes¶

wildfire_cnn_aspp remains available as an alias for the same public model.