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detection-safety-helmet-mprio/13 (latest)
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Detection Safety helmet
Object Detection
Overview
Images
899
Dataset
16
Model
3
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
Test2_NoAUG_80
v23
·
9 months ago
Test1_NoAUG_85
v22
·
9 months ago
2024-07-05 1:14am
v21
·
9 months ago
2024-07-05 1:12am
v20
·
9 months ago
SafetyHelm_T90_512
v19
·
9 months ago
SafetyHelm_T80_416
v15
·
9 months ago
SafetyHelm_T80_640
v14
·
9 months ago
SafetyHelm_T80_512
v13
·
9 months ago
2024-07-01 8:52pm
v12
·
9 months ago
2024-07-01 8:36pm
v11
·
9 months ago
SafetyHelm_V20_640
v10
·
9 months ago
SafetyHelm_V20_800
v9
·
9 months ago
SafetyHelm_V20_512
v7
·
9 months ago
SafetyHelm_V30_640
v6
·
9 months ago
SafetyHelm_V20_640
v3
·
9 months ago
SafetyHelm_V10T
v1
·
9 months ago
v19
SafetyHelm_T90_512
Generated on Jul 5, 2024
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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
.
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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2141
Total Images
View All Images
Dataset Split
Train Set
88%
1891
Images
Valid Set
9%
200
Images
Test Set
2%
50
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 512x512
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise
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