Circuit Component Detection Dataset
Versions
2024-07-25 5:50pm
v22
· 2 months ago
2024-07-06 10:05pm
v21
· 3 months ago
2024-07-06 9:08am
v20
· 3 months ago
2024-05-25 12:06am
v19
· 4 months ago
2024-05-23 12:30am
v18
· 4 months ago
2024-05-22 5:02pm
v17
· 4 months ago
2024-05-22 12:39am
v16
· 4 months ago
2024-05-18 8:14pm
v15
· 4 months ago
2024-04-27 1:41pm
v14
· 5 months ago
2024-04-15 2:19pm
v13
· 5 months ago
2024-04-15 1:53pm
v12
· 5 months ago
2024-04-08 9:10pm
v11
· 6 months ago
2024-04-03 8:11pm
v10
· 6 months ago
2024-03-30 2:26pm
v9
· 6 months ago
2024-03-29 11:58pm
v8
· 6 months ago
2024-03-28 12:37pm
v7
· 6 months ago
2024-03-23 1:42pm
v6
· 6 months ago
2024-03-23 4:05am
v5
· 6 months ago
2024-03-23 3:15am
v4
· 6 months ago
2024-03-23 3:00am
v3
· 6 months ago
2024-03-23 2:36am
v2
· 6 months ago
2024-03-22 12:00am
v1
· 6 months ago
v19
2024-05-25 12:06am
Generated on May 24, 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
Choose another format.
3027 Total Images
View All Images
Dataset Split
Train Set 87%
2625Images
Valid Set 7%
201Images
Test Set 7%
201Images
Preprocessing
Resize: Fit (white edges) in 2000x2000
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.22% of pixels