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Sugar-1/9-box
Object Detection
Overview
Images
31
Dataset
4
Model
3
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-01-30 10-36am s 20e
v4
·
a year ago
2024-01-18 3-52pm s 30e
v3
·
a year ago
2023-12-15 10-33am s 30e
v2
·
a year ago
2023-12-11 10-57am s 20e
v1
·
a year ago
v3
2024-01-18 3-52pm s 30e
Generated on Jan 18, 2024
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Dataset
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TXT annotations and YAML config
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TXT annotations and YAML config
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YOLOv8
TXT annotations and YAML config
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YOLOv5
TXT annotations and YAML config
used with
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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
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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
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Tensorflow 2.0 Object Detection
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PaliGemma
PaliGemma JSONL format
used for fine-tuning
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CreateML JSON format
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101
Total Images
View All Images
Dataset Split
Train Set
85%
86
Images
Valid Set
10%
10
Images
Test Set
5%
5
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
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