Dataset Versions
Versions
2024-10-15 5:37pm
v9
· a month ago
2024-10-15 4:01pm
v8
· a month ago
2024-10-05 2:53am
v7
· 2 months ago
2024-09-21 4:32pm
v6
· 2 months ago
2024-09-21 3:47pm
v5
· 2 months ago
2024-09-21 9:35am
v4
· 2 months ago
2024-09-21 9:23am
v3
· 2 months ago
2024-09-21 9:04am
v2
· 2 months ago
2024-09-21 6:50am
v1
· 2 months ago
v4
2024-09-21 9:35am
Generated on Sep 21, 2024
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.
72 Total Images
View All Images
Dataset Split
Train Set 100%
72Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Dynamic Crop: Class: oil_spot
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±20° Horizontal, ±9° Vertical
Hue: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 0% of pixels
Cutout: 3 boxes with 15% size each
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -24° and +24°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -18% and +18%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0% of pixels