cad detector Image Dataset
Versions
2023-02-04 2:29am
v14
Feb 3, 2023
2023-01-29 2:17am
v13
Jan 28, 2023
2023-01-28 7:56pm
v12
Jan 28, 2023
2023-01-28 7:20am
v11
Jan 28, 2023
2023-01-27 11:09pm
v10
Jan 27, 2023
2023-01-27 1:39am
v9
Jan 26, 2023
2023-01-26 9:03pm
v8
Jan 26, 2023
2023-01-26 3:05pm
v7
Jan 26, 2023
2023-01-26 12:45am
v6
Jan 25, 2023
2023-01-26 12:44am
v5
Jan 25, 2023
2023-01-26 12:40am
v4
Jan 25, 2023
2023-01-26 12:40am
v3
Jan 25, 2023
2023-01-26 12:40am
v2
Jan 25, 2023
2023-01-26 12:39am
v1
Jan 25, 2023
v14
2023-02-04 2:29am
Generated on Feb 3, 2023
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.
319 Total Images
View All Images
Dataset Split
Train Set 94%
300Images
Valid Set 5%
17Images
Test Set 1%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Filter Null: Require at least 8% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Shear: ±9° Horizontal, ±13° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%
Cutout: 4 boxes with 30% size each
Similar Projects
Engineering-Objects
190 images
hole-fillet-chamfer
62 images
part
213 images
P360
200 images
part
92 images