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drowning detection
Object Detection
Overview
Images
855
Dataset
5
Model
5
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
Final
v8
·
a year ago
2023-11-25 10:55pm
v7
·
a year ago
2023-11-25 1:05pm
v6
·
a year ago
2023-11-24 10:31pm
v3
·
a year ago
2023-11-21 3:55pm
v1
·
a year ago
v1
2023-11-21 3:55pm
Generated on Nov 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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638
Total Images
View All Images
Dataset Split
Train Set
83%
528
Images
Valid Set
11%
73
Images
Test Set
6%
37
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Grayscale:
Apply to 25% of images
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