Dataset Versions
Versions
2023-07-16 12:13pm
v17
· a year ago
2023-07-16 12:39am
v16
· a year ago
2023-07-14 8:13pm
v15
· a year ago
2023-07-10 11:43pm
v14
· a year ago
2023-07-10 9:53pm
v13
· a year ago
2023-07-10 9:38pm
v12
· a year ago
2023-06-29 10:26pm
v11
· a year ago
2023-06-28 1:23pm
v10
· a year ago
Elektro-Teile
v9
· a year ago
2023-06-15 7:44pm
v8
· a year ago
v14
2023-07-10 11:43pm
Generated on Jul 10, 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
Choose another format.
1491 Total Images
View All Images
Dataset Split
Train Set 87%
1302Images
Valid Set 8%
122Images
Test Set 4%
67Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 95 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%