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density-traffic-controller-v1
Object Detection
Overview
Images
1236
Dataset
7
Model
3
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-01-27 11:37am
v8
·
2 years ago
2023-01-26 3:54pm
v7
·
2 years ago
2023-01-20 10:50pm
v6
·
2 years ago
2023-01-20 12:20pm
v4
·
2 years ago
2023-01-15 5:23pm
v3
·
2 years ago
2023-01-15 1:50pm
v2
·
2 years ago
2022-11-29 11:00am
v1
·
2 years ago
v4
2023-01-20 12:20pm
Generated on Jan 20, 2023
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Dataset
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YOLOv11
TXT annotations and YAML config
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YOLOv9
TXT annotations and YAML config
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YOLOv8
TXT annotations and YAML config
used with
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YOLOv5
TXT annotations and YAML config
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YOLOv7
TXT annotations and YAML config
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YOLOv7
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COCO JSON
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are used with
EfficientDet Pytorch
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YOLOv3 PyTorch
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Common
XML annotation format
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PaliGemma JSONL format
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4508
Total Images
View All Images
Dataset Split
Train Set
68%
3076
Images
Valid Set
20%
916
Images
Test Set
11%
516
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Tile:
2 rows x 2 columns
Augmentations
Outputs per training example:
1
Bounding Box: Noise:
Up to 5% of pixels
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