Dataset Versions
Versions
final version
v15
· 14 days ago
closs_class
v14
· 18 days ago
2024-11-27 12:25pm
v13
· a month ago
new with 4 aug
v12
· a month ago
2024-11-18 11:33am
v11
· a month ago
minimal Augmentation
v10
· a month ago
2024-11-15 6:48am
v9
· a month ago
without Augmentation
v8
· a month ago
2024-10-31 8:57am
v7
· 2 months ago
2024-10-18 10:46am
v6
· 2 months ago
2nd labeling
v5
· 2 months ago
2024-10-10 4:43am
v4
· 3 months ago
2024-10-09 6:48am
v3
· 3 months ago
2024-10-08 6:28am
v2
· 3 months ago
2024-10-04 6:36am
v1
· 3 months ago
v14
closs_class
Generated on Dec 9, 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.
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6691 Total Images
View All Images
Dataset Split
Train Set 88%
5856Images
Valid Set 8%
558Images
Test Set 4%
277Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 10% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -12° and +12°
Brightness: Between -18% and +18%