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Shark Species Dataset
Object Detection
Overview
Images
1546
Dataset
4
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-10-16 5:07pm
v4
·
a year ago
2023-10-16 4:59pm
v3
·
a year ago
rot15_shear56_bbcrop_33
v2
·
a year ago
2023-08-22 12:16pm
v1
·
a year ago
v4
2023-10-16 5:07pm
Generated on Oct 16, 2023
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Dataset
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YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
YOLOv9
TXT annotations and YAML config
used with
YOLOv9
.
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
.
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.
PaliGemma
PaliGemma JSONL format
used for fine-tuning
PaliGemma
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CreateML JSON
CreateML JSON format
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1546
Total Images
View All Images
Dataset Split
Train Set
80%
1236
Images
Valid Set
10%
155
Images
Test Set
10%
155
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fit within 640x640
Modify Classes:
0 remapped, 2 dropped
Augmentations
No augmentations were applied.
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