Dataset Versions
Versions
All Classes
v21
· a year ago
2023-05-30 12:56pm
v20
· a year ago
bathrooms
v19
· a year ago
2023-05-25 9:31pm
v18
· a year ago
2023-05-25 8:55pm
v17
· a year ago
2023-05-25 7:05pm
v16
· a year ago
2023-05-25 4:41pm
v15
· a year ago
2023-05-25 4:18pm
v14
· a year ago
2023-05-25 3:59pm
v13
· a year ago
2023-05-25 9:05am
v11
· a year ago
TPsign
v8
· a year ago
2023-05-24 3:54pm
v7
· a year ago
2023-05-24 3:45pm
v5
· a year ago
2023-05-24 3:12pm
v4
· a year ago
2023-05-24 3:11pm
v3
· a year ago
2023-05-24 2:39pm
v1
· a year ago
v17
2023-05-25 8:55pm
Generated on May 26, 2023
Popular Download Formats
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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588 Total Images
View All Images
Dataset Split
Train Set 85%
502Images
Valid Set 15%
86Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Tile: 4 rows x 4 columns
Modify Classes: 0 remapped, 4 dropped
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 2
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical