abnormal-behavior Image Dataset
Versions
2024-01-24 2:56pm
v23
Jan 24, 2024
only accident class
v16
Jan 23, 2024
fire- fall-person- thief and fight classes
v10
Jan 21, 2024
only fight class
v9
Jan 21, 2024
fire- fall-person and thief classes
v8
Jan 20, 2024
only thief class
v7
Jan 20, 2024
fire and fall-person classes
v3
Jan 12, 2024
only fire class
v1
Jan 12, 2024
v23
2024-01-24 2:56pm
Generated on Jan 24, 2024
Popular Download Formats
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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2272 Total Images
View All Images
Dataset Split
Train Set 98%
2229Images
Valid Set 2%
38Images
Test Set 0%
5Images
Preprocessing
Modify Classes: 1 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -10% and +10%
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