Dataset Versions
Versions
2023-06-22 1:37am
v13
· 2 years ago
2023-06-21 11:50pm
v12
· 2 years ago
2023-06-21 11:49pm
v11
· 2 years ago
2023-06-21 11:48pm
v10
· 2 years ago
2023-06-21 11:42pm
v9
· 2 years ago
2023-06-21 1:13am
v8
· 2 years ago
2023-06-21 1:05am
v7
· 2 years ago
2023-06-20 9:05am
v6
· 2 years ago
2023-06-20 2:12am
v5
· 2 years ago
2023-02-04 8:29am
v4
· 2 years ago
2023-02-01 6:29am
v3
· 2 years ago
2023-02-01 6:08am
v2
· 2 years ago
2023-01-31 5:56am
v1
· 2 years ago
v7
2023-06-21 1:05am
Generated on Jun 20, 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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5381 Total Images
View All Images
Dataset Split
Train Set 90%
4845Images
Valid Set 6%
322Images
Test Set 4%
214Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 6% Minimum Zoom, 8% Maximum Zoom
Saturation: Between -5% and +5%
Brightness: Between -18% and +18%
Exposure: Between -4% and +4%
Noise: Up to 3% of pixels
Bounding Box: Blur: Up to 0.5px
Bounding Box: Noise: Up to 3% of pixels