Dataset Versions
Versions
cables only
v10
· a year ago
2023-06-26 3:39pm
v9
· a year ago
2023-06-26 3:19pm
v8
· a year ago
2023-06-23 2:50pm
v7
· a year ago
2023-06-23 1:12pm
v6
· a year ago
2023-06-20 3:53pm
v5
· a year ago
2023-06-20 1:31pm
v4
· a year ago
2023-06-17 12:15pm
v2
· a year ago
2023-06-16 4:05pm
v1
· a year ago
v5
2023-06-20 3:53pm
Generated on Jun 20, 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
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23760 Total Images
View All Images
Dataset Split
Train Set 86%
20439Images
Valid Set 8%
1917Images
Test Set 6%
1404Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -40° and +40°
Hue: Between -68° and +68°
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels