Dataset Versions
Versions
2022-04-13 9:50am
v28
· 3 years ago
2022-04-12 10:38am
v27
· 3 years ago
2022-04-12 10:38am
v26
· 3 years ago
2022-04-06 2:05pm
v25
· 3 years ago
2022-04-06 2:05pm
v24
· 3 years ago
2022-04-06 2:04pm
v23
· 3 years ago
2022-04-06 2:03pm
v22
· 3 years ago
2022-04-06 2:01pm
v21
· 3 years ago
2022-04-05 5:58pm
v19
· 3 years ago
2022-04-05 2:28pm
v18
· 3 years ago
2022-04-05 2:28pm
v17
· 3 years ago
2022-04-05 2:26pm
v16
· 3 years ago
700
v15
· 3 years ago
1000
v14
· 3 years ago
2022-04-05 2:18pm
v13
· 3 years ago
bicycle3
v12
· 3 years ago
bicycle2
v10
· 3 years ago
bicycle1
v8
· 3 years ago
2022-04-05 10:58am
v7
· 3 years ago
noise-tilt
v6
· 3 years ago
mosaic-filp
v5
· 3 years ago
v7
2022-04-05 10:58am
Generated on Apr 5, 2022
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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379 Total Images
View All ImagesDataset Split
Train Set 92%
348Images
Valid Set 8%
30Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Static Crop: 6-94% Horizontal Region, 3-93% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±17° Horizontal, ±14° Vertical