Dataset Versions
Versions
2023-11-01 3:08pm
v13
· a year ago
Face class only
v12
· a year ago
Modified Raw v3 Train70 Val20 Test10
v11
· a year ago
Modified Raw v3
v9
· a year ago
Modified Preprocess v2
v7
· a year ago
Modified raw v2
v6
· a year ago
Modified Augmented Preprocess v2
v5
· a year ago
Modified Augmented Preprocess v1
v4
· a year ago
Modified Raw v1
v3
· a year ago
Autodetect Raw
v2
· a year ago
v4
Modified Augmented Preprocess v1
Generated on Sep 8, 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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7800 Total Images
View All Images
Dataset Split
Train Set 92%
7200Images
Valid Set 4%
300Images
Test Set 4%
300Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px