Vision Artificial Dataset Image Dataset
Versions
2023-06-03 10:22am
v11
Jun 3, 2023
2023-05-29 6:39pm
v10
May 29, 2023
2023-05-29 11:41am
v7
May 29, 2023
2023-05-29 8:55am
v6
May 29, 2023
2023-05-23 10:22am
v5
May 23, 2023
2023-05-22 3:36pm
v4
May 22, 2023
2023-05-18 9:34am
v3
May 18, 2023
2023-05-11 10:19am
v2
May 11, 2023
2023-05-09 9:46am
v1
May 9, 2023
v11
2023-06-03 10:22am
Generated on Jun 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.
11744 Total Images
View All Images
Dataset Split
Train Set 90%
10524Images
Valid Set 5%
640Images
Test Set 5%
580Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Similar Projects
pcb
684 images
Broken-notBroken
680 images
mouse
440 images
defects
570 images
Arduino
219 images