Substation elements detection Image Dataset
v2
2023-12-26 7:49pm
Generated on Dec 26, 2023
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.
3963 Total Images
View All Images
Dataset Split
Train Set 87%
3465Images
Valid Set 8%
332Images
Test Set 4%
166Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 100% of images
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 58% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Similar Projects
Substation-Elements
1653 images
yuyu
1651 images
substation-equipment
1790 images
elek-seg
3965 images
gugu
2695 images