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numberdetection-uyjwt/2 (latest)
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NumberDetection
Object Detection
Overview
Images
5953
Dataset
7
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-08-10 2:46pm
v9
·
2 years ago
2023-08-07 3:08pm
v7
·
2 years ago
2023-08-07 10:34am
v6
·
2 years ago
2023-07-23 3:32pm
v4
·
2 years ago
2023-07-23 11:31am
v3
·
2 years ago
2023-07-16 10:22am
v2
·
2 years ago
2023-06-27 3:32pm
v1
·
2 years ago
v9
2023-08-10 2:46pm
Generated on Aug 10, 2023
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YOLOv11
TXT annotations and YAML config
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YOLOv11
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YOLOv9
TXT annotations and YAML config
used with
YOLOv9
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YOLOv8
TXT annotations and YAML config
used with
YOLOv8
.
YOLOv5
TXT annotations and YAML config
used with
YOLOv5
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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 format
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14697
Total Images
View All Images
Dataset Split
Train Set
89%
13116
Images
Valid Set
9%
1329
Images
Test Set
2%
252
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x200
Augmentations
Outputs per training example:
3
Shear:
±15° Horizontal, ±15° Vertical
Brightness:
Between 0% and +30%
Noise:
Up to 5% of pixels
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