Safety Shoes Detection Image Dataset
v3
2023-12-04 6:48pm
Generated on Dec 4, 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.
Other Formats
Choose another format.
1461 Total Images
View All Images
Dataset Split
Train Set 94%
1380Images
Valid Set 4%
54Images
Test Set 2%
27Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 160x160
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 2% of pixels
Cutout: 5 boxes with 5% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -30° and +30°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 0.25px
Bounding Box: Noise: Up to 5% of pixels
Similar Projects
Safety-shoes-D3rm
1693 images
shoes
1087 images
PPE-Detection
1089 images
Safety-Shoes
1089 images
afads
52 images