Dataset Versions
Versions
2023-04-06 4:35pm
v28
· 2 years ago
2023-04-06 4:32pm
v27
· 2 years ago
2023-03-18 5:52pm
v26
· 2 years ago
aureus only
v25
· 2 years ago
2023-03-14 7:54am
v24
· 2 years ago
2023-03-10 8:25pm
v23
· 2 years ago
2023-02-21 8:58pm
v21
· 2 years ago
2023-02-21 8:22pm
v19
· 2 years ago
2023-02-21 8:17pm
v18
· 2 years ago
2023-02-21 7:43pm
v15
· 2 years ago
2023-02-20 12:00am
v9
· 2 years ago
2023-02-19 3:56pm
v2
· 2 years ago
v23
2023-03-10 8:25pm
Generated on Mar 10, 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
Choose another format.
2672 Total Images
View All Images
Dataset Split
Train Set 91%
2424Images
Valid Set 7%
183Images
Test Set 2%
65Images
Preprocessing
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 5 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%