Fire Recognition Image Dataset
收藏NIAID Data Ecosystem2026-05-10 收录
下载链接：
https://data.mendeley.com/datasets/7jk6xh7h6w
下载链接
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资源简介：
Fire_Dataset
Real Fire
Fire (283 Original images; 1,698 Augmented Images)
Smoke (273 Original images; 1,638 Augmented Images)
No Fire
Safe Fire (270 Original images; 1,620 Augmented Images)
Artificial Fire (286 Original images; 1,716 Augmented Images)
Augmentation pipeline (including shear transformation using Affine)
transform = A.Compose([
A.HorizontalFlip(p=0.5), # 50% chance to flip horizontally
A.VerticalFlip(p=0.3), # 30% chance to flip vertically
A.RandomBrightnessContrast(p=0.3), # Adjust brightness & contrast randomly
A.Rotate(limit=30, p=0.5), # Rotate between -30 to +30 degrees
A.Affine(shear=(-20, 20), p=0.5), # Apply shear transformation in both X & Y directions
A.GaussNoise(var_limit=(10.0, 50.0), p=0.3) # Add random noise
])
创建时间：
2026-04-10
