Dataset Versions
Versions
2023-05-27 5:47pm
v17
· a year ago
2023-05-27 5:42pm
v16
· a year ago
Augmented - chevy_yt
v15
· a year ago
Augmented - aauto_pc_cam
v13
· a year ago
Not augmented - aauto_pc_cam
v11
· a year ago
Not Augmented - yt_video
v10
· a year ago
Augmented - yt_video
v9
· a year ago
Not Augmented - aauto_pc
v8
· a year ago
Augmented - aauto_pc
v7
· a year ago
Not Augmented
v6
· a year ago
Augmented - Dark
v5
· a year ago
Not Augmented
v4
· a year ago
Augmented - Bright and Dark
v3
· a year ago
v16
2023-05-27 5:42pm
Generated on May 27, 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.
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2863 Total Images
View All Images
Dataset Split
Train Set 91%
2601Images
Valid Set 4%
119Images
Test Set 5%
143Images
Preprocessing
Modify Classes: 0 remapped, 17 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -3° and +3°
Shear: ±3° Horizontal, ±3° Vertical
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +0%
Exposure: Between -5% and +5%
Blur: Up to 1.25px