Octopeyes Image Dataset
Versions
2023-02-26 2:42pm
v9
Feb 26, 2023
2023-02-22 4:32pm
v8
Feb 22, 2023
2023-02-21 12:24pm
v7
Feb 21, 2023
2023-02-20 2:09pm
v6
Feb 20, 2023
2023-02-19 11:52pm
v5
Feb 19, 2023
2023-02-18 12:12pm
v4
Feb 18, 2023
2023-02-17 10:17pm
v3
Feb 17, 2023
2023-02-17 2:46pm
v2
Feb 17, 2023
2023-02-16 2:31pm
v1
Feb 16, 2023
v2
2023-02-17 2:46pm
Generated on Feb 17, 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.
1571 Total Images
View All Images
Dataset Split
Train Set 87%
1368Images
Valid Set 8%
129Images
Test Set 5%
74Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Similar Projects
underwaterObject
9333 images
waterTrash
9460 images
yuwang
691 images
fish
3280 images