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bisindo-sign-language-detection/6
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BISINDO Sign Language Detection
Object Detection
Overview
Images
2212
Dataset
9
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-11-08 6:28am
v10
·
5 months ago
2024-10-11 5:38am
v8
·
6 months ago
2024-06-13 1:30pm
v7
·
9 months ago
2024-06-13 8:15am
v6
·
9 months ago
2024-06-12 5:07pm
v5
·
9 months ago
2024-05-29 9:59pm
v4
·
10 months ago
2024-04-30 3:24pm
v3
·
a year ago
2024-04-17 2:25pm
v2
·
a year ago
2024-04-16 12:17am
v1
·
a year ago
v6
2024-06-13 8:15am
Generated on Jun 13, 2024
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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
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
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YOLOv7
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COCO JSON
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are used with
EfficientDet Pytorch
and
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YOLO Darknet
Darknet TXT annotations
used with
YOLO Darknet
(both v3 and v4) and
YOLOv3 PyTorch
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Pascal VOC XML
Common
XML annotation format
for local data munging (pioneered by ImageNet).
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TFRecord binary format
used for both
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PaliGemma
PaliGemma JSONL format
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4948
Total Images
View All Images
Dataset Split
Train Set
87%
4329
Images
Valid Set
8%
413
Images
Test Set
4%
206
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Filter Null:
Require all images to contain annotations.
Augmentations
Outputs per training example:
3
Rotation:
Between -10° and +10°
Shear:
±10° Horizontal, ±10° Vertical
Brightness:
Between -10% and +10%
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