Dataset Versions
Versions
2_5
v40
· a year ago
2_4
v39
· a year ago
2_3
v38
· a year ago
2_7
v37
· a year ago
2_6
v36
· a year ago
2_2
v35
· a year ago
1_7
v34
· a year ago
1_4
v33
· a year ago
1_2
v32
· a year ago
1-1
v31
· a year ago
all_w
v30
· a year ago
2_5_w_clean
v29
· a year ago
2_5_w
v28
· a year ago
1_1
v27
· a year ago
v32
1_2
Generated on Jan 8, 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.
Other Formats
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273 Total Images
View All Images
Dataset Split
Train Set 84%
228Images
Valid Set 12%
32Images
Test Set 5%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1000x600
Modify Classes: 10 remapped, 9 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.52% of pixels