Dataset Versions
Versions
2023-08-04 9:35am
v24
· a year ago
PostHornpoint
v23
· a year ago
2023-07-18 8:59pm
v22
· a year ago
2023-07-18 8:55pm
v21
· a year ago
2023-07-12 12-57pm
v20
· a year ago
2023-07-12 9:11am
v19
· a year ago
2023-07-10 1:30pm
v18
· a year ago
Classification With 5 Percent Null
v16
· a year ago
Detection With 5 Percent Null
v15
· a year ago
ClassificationV5 DO NOT USE
v14
· a year ago
Detection V4
v13
· a year ago
Detection V4 DO NOT USE
v12
· a year ago
Detection V2
v11
· a year ago
2023-06-20 10:09am
v9
· a year ago
2023-06-20 10:01am
v7
· a year ago
2023-06-15 3:13pm
v2
· a year ago
2023-06-08 4:06pm
v1
· a year ago
v20
2023-07-12 12-57pm
Generated on Jul 12, 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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2830 Total Images
View All Images
Dataset Split
Train Set 96%
2719Images
Valid Set 3%
96Images
Test Set 1%
15Images
Preprocessing
Modify Classes: 3 remapped, 0 dropped
Filter Null: Require at least 95% of images to contain annotations.
Augmentations
Outputs per training example: 3
Shear: ±22° Horizontal, ±22° Vertical
Exposure: Between -25% and +25%
Noise: Up to 8% of pixels
Bounding Box: Flip: Horizontal