Dataset Versions
Versions
with_augmentation
v13
· 2 years ago
with_defect_2
v12
· 2 years ago
with_defect_1
v11
· 2 years ago
12class_640
v10
· 2 years ago
11class_640
v9
· 2 years ago
10class_640
v8
· 2 years ago
9class_640
v7
· 2 years ago
8class_640
v6
· 2 years ago
7class_640
v5
· 2 years ago
6class_640
v4
· 2 years ago
5class_640
v3
· 2 years ago
4class_640
v2
· 2 years ago
3class_640
v1
· 2 years ago
v13
with_augmentation
Generated on Mar 21, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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2563 Total Images
View All Images
Dataset Split
Train Set 88%
2253Images
Valid Set 8%
200Images
Test Set 4%
110Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Brightness: Between -30% and +0%
Exposure: Between -25% and +25%