Helmet detection Dataset
Versions
fold5 model 3
v31
· 8 months ago
fold4 mofel 3
v30
· 8 months ago
fold3 model 3
v29
· 8 months ago
fold2 model 3
v28
· 8 months ago
fold1 model 3
v27
· 8 months ago
2024-01-11 3:09pm
v26
· 8 months ago
2024-01-10 5:02am
v25
· 8 months ago
fold 5 val
v23
· 8 months ago
fold 5
v22
· 8 months ago
fold 4 val
v21
· 8 months ago
fold 4
v20
· 8 months ago
fold 3 val
v19
· 8 months ago
fold 3
v18
· 8 months ago
fold 2 val
v17
· 8 months ago
fold 2
v16
· 8 months ago
fold 1 val
v15
· 8 months ago
fold 1
v14
· 8 months ago
2023-12-21 10:23am
v12
· 9 months ago
2023-12-21 10:13am
v10
· 9 months ago
2023-12-11 10:10pm
v9
· 9 months ago
2023-12-10 10:36pm
v8
· 9 months ago
2023-12-06 9:02pm
v5
· 9 months ago
v9
2023-12-11 10:10pm
Generated on Dec 11, 2023
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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3740 Total Images
View All Images
Dataset Split
Train Set 88%
3300Images
Valid Set 6%
212Images
Test Set 6%
228Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Grayscale: Apply to 60% of images
Brightness: Between -70% and +70%
Exposure: Between -60% and +60%
Blur: Up to 6px
Noise: Up to 15% of pixels
Mosaic: Applied