Insulator Defect Image Dataset
Versions
YOLOv8x with augmentation 50
v12
· 6 months ago
YOLOv7 no augmentation 100
v11
· 6 months ago
YOLOv8x no augmentation 100
v8
· 6 months ago
YOLOv8s no augmentation 100
v7
· 6 months ago
YOLOv8s no Augmentation 50
v6
· 6 months ago
Yolov8s train with augmentation 50
v5
· 6 months ago
Ninja Dataset
v2
· 6 months ago
Roboflow own model with augmentation -flip and rotate - -
v1
· 6 months ago
v2
Ninja Dataset
Generated on Dec 15, 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.
1600 Total Images
View All Images
Dataset Split
Train Set 81%
1296Images
Valid Set 9%
144Images
Test Set 10%
160Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
No augmentations were applied.
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