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Aglao Classes
Object Detection
Overview
Images
757
Dataset
3
Model
1
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2023-02-08 10:59pm
v3
·
2 years ago
2023-02-07 7:26pm
v2
·
2 years ago
2023-02-07 7:08pm
v1
·
2 years ago
v3
2023-02-08 10:59pm
Generated on Feb 8, 2023
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Dataset
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YOLOv11
TXT annotations and YAML config
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YOLOv11
.
YOLOv9
TXT annotations and YAML config
used with
YOLOv9
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YOLOv8
TXT annotations and YAML config
used with
YOLOv8
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YOLOv5
TXT annotations and YAML config
used with
YOLOv5
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YOLOv7
TXT annotations and YAML config
used with
YOLOv7
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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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1762
Total Images
View All Images
Dataset Split
Train Set
85%
1500
Images
Valid Set
7%
131
Images
Test Set
7%
131
Images
Preprocessing
Auto-Orient:
Applied
Isolate Objects:
Applied
Resize:
Stretch to 416x416
Modify Classes:
2 remapped, 0 dropped
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -20° and +20°
Brightness:
Between -17% and +17%
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