Pipe Annotation Image Dataset
v7
2024-04-23 5:44pm
Generated on Apr 23, 2024
Popular Download Formats
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.
1004 Total Images
View All Images
Dataset Split
Train Set 87%
876Images
Valid Set 10%
100Images
Test Set 3%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 225x225
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -25° and +25°
Noise: Up to 0.26% of pixels
Similar Projects
pip
2558 images
obj
4319 images
pipes-Svie
4327 images
PIPE
106 images
objects
105 images