AOI_allComponents Image Dataset
Versions
2024-03-28 9:27am
v14
Mar 28, 2024
2024-03-27 1:32pm
v13
Mar 27, 2024
2024-03-26 4:38pm
v12
Mar 26, 2024
2024-03-26 1:03pm
v11
Mar 26, 2024
2024-01-30 9:41am
v10
Jan 30, 2024
2024-01-29 3:52pm
v9
Jan 29, 2024
2024-01-29 3:17pm
v8
Jan 29, 2024
2024-01-29 2:45pm
v7
Jan 29, 2024
2024-01-29 1:56pm
v5
Jan 29, 2024
2024-01-29 12:04pm
v4
Jan 29, 2024
2024-01-29 12:00pm
v3
Jan 29, 2024
2024-01-29 11:58am
v2
Jan 29, 2024
v7
2024-01-29 2:45pm
Generated on Jan 29, 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.
63 Total Images
View All Images
Dataset Split
Train Set 90%
57Images
Valid Set 3%
2Images
Test Set 6%
4Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Similar Projects
pcb
189 images
Pcb-components
139 images
PCB
209 images
components
167 images
NG
57 images