UNO Automatic Optical Inspection Image Dataset
Versions
2024-02-14 5:18pm
v19
· 5 months ago
For_Generating
v18
· 10 months ago
2023-08-17 9:17pm
v17
· 10 months ago
2023-08-17 8:22pm
v13
· 10 months ago
2023-08-17 7:49pm
v12
· 10 months ago
2023-08-17 5:11pm
v11
· 10 months ago
2023-08-12 3:58pm
v10
· a year ago
2023-08-10 12:01am
v9
· a year ago
2023-08-09 9:26pm
v5
· a year ago
2023-08-09 6:28pm
v4
· a year ago
2023-08-09 3:02pm
v3
· a year ago
v11
2023-08-17 5:11pm
Generated on Aug 17, 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
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188 Total Images
View All Images
Dataset Split
Train Set 97%
183Images
Valid Set 2%
4Images
Test Set 1%
1Images
Preprocessing
Modify Classes: 1 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Brightness: Between -5% and +0%
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