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Underwater Object Detection
Object Detection
Overview
Images
614
Dataset
12
Model
2
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2024-04-28 6:12pm
v12
·
a year ago
2024-04-28 6:10pm
v11
·
a year ago
2024-04-22 12:00pm
v10
·
a year ago
2024-04-18 10:37pm
v9
·
a year ago
2024-02-28 10:54pm
v8
·
a year ago
2024-02-21 1:07pm
v7
·
a year ago
2023-12-21 6:51pm
v6
·
a year ago
2023-12-18 6:00pm
v5
·
a year ago
2023-12-18 3:37pm
v4
·
a year ago
2023-08-26 1:15am
v3
·
2 years ago
2023-08-25 10:49pm
v2
·
2 years ago
2023-08-02 10:57am
v1
·
2 years ago
v6
2023-12-21 6:51pm
Generated on Dec 21, 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
, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format
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155
Total Images
View All Images
Dataset Split
Train Set
70%
109
Images
Valid Set
20%
31
Images
Test Set
10%
15
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
No augmentations were applied.
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