Dataset Versions
Versions
2023-02-11 9:27pm
v18
· 2 years ago
2023-02-11 9:12pm
v17
· 2 years ago
2023-02-11 8:53pm
v16
· 2 years ago
V4-3
v15
· 2 years ago
V4-2
v14
· 2 years ago
V4-1
v13
· 2 years ago
V3-1
v9
· 2 years ago
V3-2
v8
· 2 years ago
V3-3
v7
· 2 years ago
V2-3
v6
· 2 years ago
V2-2
v5
· 2 years ago
V2-1
v4
· 2 years ago
pig_v3
v3
· 2 years ago
pig_v2
v2
· 2 years ago
pig_v1
v1
· 2 years ago
v17
2023-02-11 9:12pm
Generated on Feb 11, 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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377 Total Images
View All Images
Dataset Split
Train Set 87%
327Images
Valid Set 4%
15Images
Test Set 9%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 2 boxes with 4% size each