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Vehicle_Helmet_Detection_PPS
Object Detection
Overview
Images
1298
Dataset
2
Model
2
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2023-12-31 4:06pm
v3
·
a year ago
2023-11-21 5:10pm
v2
·
a year ago
v3
2023-12-31 4:06pm
Generated on Dec 31, 2023
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Dataset
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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
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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
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PaliGemma
PaliGemma JSONL format
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2310
Total Images
View All Images
Dataset Split
Train Set
88%
2024
Images
Valid Set
8%
191
Images
Test Set
4%
95
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
2
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Grayscale:
Apply to 38% of images
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