Dataset Versions
Versions
2024-10-29 4:49pm
v22
· 24 days ago
2024-10-08 9:59pm
v21
· a month ago
Isolate defect detection grayscale
v19
· 2 months ago
grayscale soudure
v18
· 2 months ago
Grayscale Soudure - defauts
v17
· 2 months ago
default detection
v14
· 8 months ago
welding detection
v13
· 8 months ago
2024-03-26 3:03pm
v10
· 8 months ago
2024-03-18 2:37pm
v8
· 8 months ago
2024-02-26 9:20am
v7
· 9 months ago
2024-02-13 9:28pm
v6
· 9 months ago
2024-02-11 2:55pm
v5
· 9 months ago
2024-02-08 7:31pm
v4
· 9 months ago
2024-02-04 11:21am
v3
· 10 months ago
2024-01-22 4:19pm
v2
· 10 months ago
2024-01-15 1:26pm
v1
· 10 months ago
v21
2024-10-08 9:59pm
Generated on Oct 8, 2024
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.
1414 Total Images
View All Images
Dataset Split
Train Set 86%
1218Images
Valid Set 8%
120Images
Test Set 5%
76Images
Preprocessing
Grayscale: Applied
Modify Classes: 7 remapped, 2 dropped
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Brightness: Between -33% and +33%
Blur: Up to 4.6px
Noise: Up to 4.22% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 25% Maximum Zoom
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 0.1% of pixels