Detected Violence Image Dataset Image Dataset
v3
removed non-violence class
Generated on Dec 6, 2023
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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.
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12997 Total Images
View All Images
Dataset Split
Train Set 82%
10680Images
Valid Set 12%
1550Images
Test Set 6%
767Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -25° and +25°
Noise: Up to 3% of pixels
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