LionFish Image Dataset
Versions
2024-04-10 5:37pm
v14
Apr 10, 2024
2024-03-28 11:34pm
v13
Mar 29, 2024
2024-03-28 10:25pm
v12
Mar 29, 2024
2024-03-28 3:17pm
v11
Mar 28, 2024
2024-03-27 4:18pm
v10
Mar 27, 2024
2024-03-27 2:23pm
v9
Mar 27, 2024
2024-03-26 10:18pm
v8
Mar 27, 2024
2024-03-26 7:06pm
v7
Mar 27, 2024
2024-03-26 4:39pm
v6
Mar 26, 2024
2024-03-19 3:23pm
v5
Mar 19, 2024
2024-03-04 11:46pm
v4
Mar 5, 2024
2024-03-04 9:05pm
v3
Mar 5, 2024
2024-02-20 4:28pm
v2
Feb 20, 2024
2024-02-09 1:47am
v1
Feb 9, 2024
v14
2024-04-10 5:37pm
Generated on Apr 10, 2024
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.
5842 Total Images
View All Images
Dataset Split
Train Set 95%
5565Images
Valid Set 3%
171Images
Test Set 2%
106Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1920x1080
Augmentations
Outputs per training example: 7
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 1.6px
Noise: Up to 0.1% of pixels
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