Dataset Versions
Versions
hats and buckets
v13
· a year ago
hats and bald heads
v12
· a year ago
2023-09-14 2:16pm
v10
· a year ago
Test
v9
· a year ago
All relabeled
v8
· a year ago
Valid relabeled
v7
· a year ago
Train relabeled
v6
· a year ago
890 relabeled
v5
· a year ago
350 relabeled
v4
· a year ago
250 relabeled
v3
· a year ago
Only helmet person and vest
v2
· a year ago
v10
2023-09-14 2:16pm
Generated on Sep 14, 2023
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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.
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2040 Total Images
View All Images
Dataset Split
Train Set 71%
1443Images
Valid Set 19%
381Images
Test Set 11%
216Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 4 dropped
Augmentations
No augmentations were applied.