Dataset Versions
Versions
2024-05-20 11:41am
v74
· 7 months ago
2024-05-20 11:40am
v73
· 7 months ago
2024-05-06 3:23pm
v72
· 8 months ago
AUTOENCODER_TRAINING_DATA_V2
v71
· 8 months ago
AUTOENCODER_TRAINING_DATASET_V1
v70
· 8 months ago
2024-05-03 4:33pm
v69
· 8 months ago
2024-05-03 10:28am
v67
· 8 months ago
2024-05-03 10:26am
v66
· 8 months ago
2024-05-03 2:36am
v65
· 8 months ago
2024-05-03 2:28am
v64
· 8 months ago
DATASET_PCB_COMPONENT_FINAL
v60
· 8 months ago
2024-05-02 11:40pm
v59
· 8 months ago
2024-05-02 11:23pm
v58
· 8 months ago
2024-04-15 11:49pm
v50
· 8 months ago
2024-04-15 10:30pm
v45
· 8 months ago
2024-04-14 7:39pm
v41
· 8 months ago
2024-04-14 7:30pm
v40
· 8 months ago
DATASET_PCB_COMPONENT_V5
v39
· 8 months ago
FICS_COMPONENT_YOLOv5_V5
v33
· 8 months ago
2024-04-07 9:17pm
v20
· 8 months ago
2024-04-07 7:49pm
v16
· 8 months ago
2024-04-07 7:45pm
v15
· 8 months ago
2024-04-07 7:10pm
v14
· 8 months ago
2024-04-07 11:48am
v13
· 9 months ago
2024-04-07 12:18am
v12
· 9 months ago
2024-04-05 11:49am
v10
· 9 months ago
2024-04-05 11:32am
v8
· 9 months ago
2024-04-04 8:39pm
v6
· 9 months ago
2024-03-31 2:03pm
v2
· 9 months ago
2024-03-30 11:40pm
v1
· 9 months ago
v39
DATASET_PCB_COMPONENT_V5
Generated on Apr 13, 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.
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4044 Total Images
View All Images
Dataset Split
Train Set 97%
3936Images
Valid Set %
0Images
Test Set 3%
108Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1472x1472
Modify Classes: 21 remapped, 1 dropped
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±5° Horizontal, ±2° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +0%