Dataset Versions
Versions
2023-04-12 9:35pm
v14
· 2 years ago
2023-04-12 4:34pm
v10
· 2 years ago
2023-03-16 10:05pm
v9
· 2 years ago
2023-03-16 4:40pm
v7
· 2 years ago
2023-01-15 10:05pm
v6
· 2 years ago
2023-01-15 9:31pm
v5
· 2 years ago
2022-12-25 11:17am
v4
· 2 years ago
2022-11-14 7:29pm
v3
· 2 years ago
2022-10-29 7:06pm
v2
· 2 years ago
2022-10-29 6:48pm
v1
· 2 years ago
v14
2023-04-12 9:35pm
Generated on Apr 12, 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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2444 Total Images
View All Images
Dataset Split
Train Set 82%
2014Images
Valid Set 12%
289Images
Test Set 6%
141Images
Preprocessing
Resize: Stretch to 128x320
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%