luggage Dataset
Versions
2023-09-08 4:26pm
v12
· a year ago
2023-09-07 3:57pm
v11
· a year ago
2023-09-07 3:43pm
v10
· a year ago
2023-09-05 4:14pm
v9
· a year ago
2023-09-05 3:40pm
v8
· a year ago
2023-09-05 3:38pm
v7
· a year ago
2023-09-05 1:06pm
v6
· a year ago
2023-09-05 12:31pm
v5
· a year ago
2023-09-04 3:27pm
v4
· a year ago
2023-09-04 12:58pm
v3
· a year ago
2023-09-04 12:49pm
v2
· a year ago
2023-09-04 11:55am
v1
· a year ago
v8
2023-09-05 3:40pm
Generated on Sep 5, 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.
1903 Total Images
View All Images
Dataset Split
Train Set 95%
1812Images
Valid Set 3%
52Images
Test Set 2%
39Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels