Dataset Versions
Versions
2024-01-24 2:56pm
v23
· 10 months ago
only accident class
v16
· 10 months ago
fire- fall-person- thief and fight classes
v10
· 10 months ago
only fight class
v9
· 10 months ago
fire- fall-person and thief classes
v8
· 10 months ago
only thief class
v7
· 10 months ago
fire and fall-person classes
v3
· a year ago
only fire class
v1
· a year ago
v1
only fire class
Generated on Jan 12, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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560 Total Images
View All Images
Dataset Split
Train Set 96%
540Images
Valid Set 2%
10Images
Test Set 2%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -10% and +10%