PCB components Image Dataset
Versions
2024-05-14 6:45pm
v13
May 14, 2024
2024-05-13 6:52pm
v12
May 13, 2024
2024-05-13 4:10pm
v11
May 13, 2024
2024-05-12 6:27pm
v10
May 12, 2024
2023-12-12 8:15pm
v9
Dec 12, 2023
2023-12-12 2:26pm
v8
Dec 12, 2023
2023-12-12 1:46pm
v7
Dec 12, 2023
2023-12-10 3:02pm
v6
Dec 10, 2023
2023-12-10 2:13pm
v5
Dec 10, 2023
2023-12-10 12:10am
v4
Dec 9, 2023
2023-12-09 9:41pm
v3
Dec 9, 2023
2023-12-09 5:08pm
v2
Dec 9, 2023
2023-12-09 4:08pm
v1
Dec 9, 2023
v8
2023-12-12 2:26pm
Generated on Dec 12, 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.
591 Total Images
View All Images
Dataset Split
Train Set 82%
483Images
Valid Set 10%
60Images
Test Set 8%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Noise: Up to 10% of pixels
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