Dataset Versions
Versions
2023-06-09 12:13pm
v13
· a year ago
2023-06-09 9:59am
v12
· a year ago
2023-06-07 9:35am
v11
· a year ago
2023-06-06 6:48pm
v10
· a year ago
2023-06-06 5:01pm
v9
· a year ago
2023-06-05 12:59pm
v8
· a year ago
2023-06-05 12:14pm
v7
· a year ago
2023-06-05 11:11am
v6
· a year ago
2023-06-01 11:27am
v5
· a year ago
2023-06-01 10:19am
v4
· a year ago
2023-06-01 8:11am
v3
· a year ago
2023-05-25 1:07pm
v2
· a year ago
2023-05-24 7:58pm
v1
· a year ago
v10
2023-06-06 6:48pm
Generated on Jun 6, 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.
Other Formats
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4988 Total Images
View All Images
Dataset Split
Train Set 89%
4464Images
Valid Set 8%
388Images
Test Set 3%
136Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -25° and +25°
Shear: ±20° Horizontal, ±20° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels
Mosaic: Applied