circuits Image Dataset
Versions
2024-06-25 4:56pm
v13
Jun 25, 2024
2024-06-12 11:11pm
v12
Jun 12, 2024
2024-04-30 8:39am
v11
Apr 30, 2024
2024-04-29 6:02pm
v10
Apr 29, 2024
2024-04-25 2:49pm
v7
Apr 25, 2024
2024-04-24 7:20pm
v6
Apr 24, 2024
2024-04-17 4:22pm
v5
Apr 17, 2024
2024-04-13 1:05am
v4
Apr 13, 2024
2024-04-12 3:45pm
v3
Apr 12, 2024
2024-04-11 3:52pm
v2
Apr 11, 2024
2024-04-10 8:51pm
v1
Apr 10, 2024
v12
2024-06-12 11:11pm
Generated on Jun 12, 2024
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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1100 Total Images
View All Images
Dataset Split
Train Set 95%
1050Images
Valid Set 4%
40Images
Test Set 1%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±5° Vertical
Blur: Up to 0.5px
Noise: Up to 1.01% of pixels
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