AssemblyDemo Image Dataset
Versions
v1
2024-03-15 8:59pm
Generated on Mar 16, 2024
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
8496 Total Images
View All Images
Dataset Split
Train Set 88%
7434Images
Valid Set 8%
708Images
Test Set 4%
354Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Similar Projects
assemblydemo-4qHx
3540 images
PCB-solder
161 images
SMT-component
226 images
Hand
115 images
30
483 images