Fish Image Dataset
Versions
allx3_2No-Contrast
v43
Aug 21, 2023
allx3_1No-Contrast
v42
Aug 21, 2023
allx3_2Contrast
v41
Aug 21, 2023
allx3_1Contrast
v40
Aug 21, 2023
320x320 logi-2.9k
v39
Aug 2, 2023
640x640 logi-2.9k
v38
Aug 2, 2023
320x320 logi-1.9k
v35
Aug 2, 2023
416x416 logi-2.9k
v34
Aug 2, 2023
416x416 logi-1.9k
v33
Aug 2, 2023
640x640 logi-1.9k
v31
Aug 2, 2023
16overlap-2023-05-21
v28
May 21, 2023
15overlap-2023-05-20
v27
May 20, 2023
14empty-2023-03-27
v26
Mar 27, 2023
13empty-2023-03-27
v25
Mar 27, 2023
p12-2023-03-22 8-18pm
v24
Mar 22, 2023
p11-2023-03-22 8-17pm
v23
Mar 22, 2023
p10-2023-03-22 1-00pm
v22
Mar 22, 2023
2023-03-22 12:56pm
v21
Mar 22, 2023
p8-2023-03-22 12-52pm
v20
Mar 22, 2023
p7-2023-03-22 12-50pm
v19
Mar 22, 2023
p062023-03-22 12-45pm
v18
Mar 22, 2023
p052023-03-22 12-43pm
v17
Mar 22, 2023
p03-2023-03-20 12-49am
v16
Mar 19, 2023
v43
allx3_2No-Contrast
Generated on Aug 21, 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.
2919 Total Images
View All Images
Dataset Split
Train Set 100%
2919Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Hue: Between -100° and +100°
Saturation: Between -70% and +70%
Brightness: Between -40% and +40%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 25 boxes with 5% size each
Mosaic: Applied
Bounding Box: Rotation: Between -30° and +30°
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Blur: Up to 3px
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