Algae detection Image Dataset
Versions
2023-02-07 12:02pm
v12
Feb 7, 2023
2023-02-06 10:39pm
v11
Feb 6, 2023
2023-02-06 3:02pm
v10
Feb 6, 2023
2023-02-04 11:33pm
v9
Feb 4, 2023
2023-01-23 12:16pm
v8
Jan 23, 2023
Most accurate datasets
v7
Jan 23, 2023
Least accurate datasets
v6
Jan 23, 2023
2023-01-23 11:55am
v5
Jan 23, 2023
2023-01-23 9:13am
v4
Jan 23, 2023
v11
2023-02-06 10:39pm
Generated on Feb 6, 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.
7280 Total Images
View All Images
Dataset Split
Train Set 87%
6369Images
Valid Set 8%
601Images
Test Set 4%
310Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -30° and +30°
Brightness: Between -30% and +30%
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -30% and +30%
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