oilspot Dataset
Versions
2023-03-21 11:45pm
v10
· 2 years ago
2023-03-21 11:43pm
v9
· 2 years ago
2023-02-16 12:44am
v8
· 2 years ago
2023-02-15 6:49pm
v7
· 2 years ago
2023-02-15 6:27pm
v6
· 2 years ago
2023-02-15 6:23pm
v5
· 2 years ago
2023-02-15 6:22pm
v4
· 2 years ago
2023-02-15 5:47pm
v3
· 2 years ago
2023-02-15 5:40pm
v2
· 2 years ago
2023-02-15 5:40pm
v1
· 2 years ago
v3
2023-02-15 5:47pm
Generated on Feb 15, 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.
80 Total Images
View All Images
Dataset Split
Train Set 86%
69Images
Valid Set 8%
6Images
Test Set 6%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 57% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -28% and +28%
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%