Dataset Versions
Versions
2024-11-23 9:56pm
v14
· 6 days ago
2024-11-22 6:20pm
v13
· 7 days ago
2024-11-03 7:57am
v12
· a month ago
2024-11-02 9:19am
v11
· a month ago
2024-11-02 9:12am
v10
· a month ago
2024-11-02 8:46am
v9
· a month ago
2024-11-02 1:03am
v8
· a month ago
2024-11-01 11:29pm
v7
· a month ago
2024-11-01 12:05pm
v6
· a month ago
AramithBlackSet
v5
· a month ago
2024-10-21 6:24pm
v4
· a month ago
no augmentations
v3
· a month ago
2024-10-20 4:45am
v2
· a month ago
2024-10-11 1:05pm
v1
· 2 months ago
v14
2024-11-23 9:56pm
Generated on Nov 23, 2024
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.
4230 Total Images
View All Images
Dataset Split
Train Set 88%
3710Images
Valid Set 9%
367Images
Test Set 4%
153Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Tile: 5 rows x 5 columns
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 3
Brightness: Between -20% and +20%
Blur: Up to 4.7px
Noise: Up to 0.73% of pixels