Дефекты Image Dataset
Versions
2023-12-02 6:18pm
v36
Dec 2, 2023
2023-11-29 8:58pm
v35
Nov 29, 2023
2023-11-29 8:51pm
v34
Nov 29, 2023
2023-11-26 1:30pm
v33
Nov 26, 2023
2023-07-17 10:16pm
v32
Jul 17, 2023
2023-07-17 8:21pm
v31
Jul 17, 2023
2023-07-07 7:09pm
v30
Jul 7, 2023
2023-06-19 7:20pm
v29
Jun 19, 2023
2023-06-19 7:18pm
v28
Jun 19, 2023
2023-06-17 11:32pm
v27
Jun 17, 2023
2023-06-17 7:14pm
v26
Jun 17, 2023
2023-05-13 6:18pm
v25
May 13, 2023
2023-05-11 9:35pm
v24
May 11, 2023
2023-05-11 9:15pm
v23
May 11, 2023
2023-05-11 9:01pm
v22
May 11, 2023
2023-05-11 8:58pm
v21
May 11, 2023
2023-05-07 4:44pm
v20
May 7, 2023
2023-05-07 4:41pm
v19
May 7, 2023
2023-05-07 4:29pm
v18
May 7, 2023
2023-05-04 9:20pm
v17
May 4, 2023
v36
2023-12-02 6:18pm
Generated on Dec 2, 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.
771 Total Images
View All Images
Dataset Split
Train Set 97%
747Images
Valid Set 2%
17Images
Test Set 1%
7Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 8% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 65% of images
Hue: Between -103° and +103°
Saturation: Between -56% and +56%
Bounding Box: Flip: Horizontal, Vertical
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