Dataset Versions
Versions
2022-10-31 6:54pm
v16
· 2 years ago
BrightnessExposure
v15
· 2 years ago
SaturationExposure
v14
· 2 years ago
SaturationBrightness
v13
· 2 years ago
HueSaturationExposure
v12
· 2 years ago
HueSaturationBrightness
v11
· 2 years ago
HueExposure
v10
· 2 years ago
HueBrightness
v9
· 2 years ago
HueSaturation
v8
· 2 years ago
Grayscale
v7
· 2 years ago
Exposure
v6
· 2 years ago
Brightness
v5
· 2 years ago
Saturation
v4
· 2 years ago
Hue
v3
· 2 years ago
Base
v2
· 2 years ago
GrayscalePre
v1
· 2 years ago
v13
SaturationBrightness
Generated on Oct 31, 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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24 Total Images
View All Images
Dataset Split
Train Set 88%
21Images
Valid Set 8%
2Images
Test Set 4%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%