Dataset Versions
Versions
As6V13-2022-03-26 10:18am
v13
· 3 years ago
As6V12-2022-03-25 6:12pm
v12
· 3 years ago
As6V11-2022-03-25 5:37pm
v11
· 3 years ago
2022-03-25 5:11pm
v10
· 3 years ago
As6V08-2022-03-23 3:36pm
v8
· 3 years ago
As6V07-2022-03-22 6:16pm
v7
· 3 years ago
As6V62022-03-22 3:19pm
v6
· 3 years ago
As6V05-2022-03-22 9:56am
v5
· 3 years ago
As6V04-2022-03-22 12:22am
v4
· 3 years ago
v7
As6V07-2022-03-22 6:16pm
Generated on Mar 22, 2022
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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7162 Total Images
View All Images
Dataset Split
Train Set 86%
6179Images
Valid Set 10%
726Images
Test Set 4%
257Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 3 rows x 4 columns
Modify Classes: 3 remapped, 1 dropped
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Grayscale: Apply to 100% of images
Exposure: Between -10% and +10%