thcubicgib Image Dataset
Versions
2023-06-08 6:24pm
v12
Jun 8, 2023
2023-06-08 6:22pm
v11
Jun 8, 2023
2023-06-08 6:18pm
v10
Jun 8, 2023
2023-06-08 2:42pm
v9
Jun 8, 2023
2023-06-08 2:42pm
v8
Jun 8, 2023
2023-06-08 1:47pm
v7
Jun 8, 2023
2023-06-08 1:46pm
v6
Jun 8, 2023
2023-06-08 1:46pm
v5
Jun 8, 2023
2023-06-08 1:00pm
v4
Jun 8, 2023
2023-06-08 1:00pm
v3
Jun 8, 2023
2023-06-08 1:00pm
v2
Jun 8, 2023
2023-06-08 12:59pm
v1
Jun 8, 2023
v12
2023-06-08 6:24pm
Generated on Jun 8, 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.
330 Total Images
View All Images
Dataset Split
Train Set 87%
288Images
Valid Set 12%
39Images
Test Set 1%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Brightness: Between -25% and +25%
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Similar Projects
automotive-plastic-rivet
1498 images
thcubic
78 images
nuts
1365 images
ScrewDetection
127 images
THCUBIC2
64 images