Dataset Versions
Versions
2023-01-16 11:39am
v9
· 2 years ago
complit 2022-12-30 2-14pm
v8
· 2 years ago
2022-12-21 9:42am
v7
· 2 years ago
Data Training - 1. 2022-12-20 4-11pm
v6
· 2 years ago
2022-12-17 9:40pm
v5
· 2 years ago
2022-12-16 3:15pm
v4
· 2 years ago
dataset-testset 5type-2022-12-09 10-07am
v3
· 2 years ago
2022-12-08 1:16pm
v1
· 2 years ago
v9
2023-01-16 11:39am
Generated on Jan 16, 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.
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2924 Total Images
View All Images
Dataset Split
Train Set 90%
2631Images
Valid Set 8%
231Images
Test Set 2%
62Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Modify Classes: 10 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical