Dataset Versions
Versions
v416x416_exclude_nulls
v16
· 2 years ago
v416x416_new
v14
· 2 years ago
v416x416_aug
v13
· 2 years ago
v416x416
v12
· 2 years ago
2023-02-01 7:39pm
v10
· 2 years ago
2022-11-30 6:24pm
v8
· 2 years ago
2022-11-29 5:26pm
v7
· 2 years ago
2022-11-29 5:22pm
v6
· 2 years ago
2022-11-29 5:19pm
v5
· 2 years ago
2022-11-29 5:15pm
v4
· 2 years ago
2022-11-29 5:10pm
v3
· 2 years ago
2022-11-29 4:03pm
v2
· 2 years ago
v13
v416x416_aug
Generated on Feb 19, 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
Choose another format.
11173 Total Images
View All Images
Dataset Split
Train Set 87%
9768Images
Valid Set 8%
926Images
Test Set 4%
479Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 3 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -20% and +20%