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manga-speech-bubble-detection/3 (latest)
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Manga Speech Bubble Detection
Object Detection
Overview
Images
816
Dataset
2
Model
1
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2024-04-06 8:27pm
v3
·
a year ago
2024-04-06 6:40pm
v2
·
a year ago
v3
2024-04-06 8:27pm
Generated on Apr 6, 2024
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YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
YOLOv9
TXT annotations and YAML config
used with
YOLOv9
.
YOLOv8
TXT annotations and YAML config
used with
YOLOv8
.
YOLOv5
TXT annotations and YAML config
used with
YOLOv5
.
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
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Tensorflow 2.0 Object Detection
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PaliGemma
PaliGemma JSONL format
used for fine-tuning
PaliGemma
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CreateML JSON
CreateML JSON format
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810
Total Images
View All Images
Dataset Split
Train Set
74%
596
Images
Valid Set
19%
150
Images
Test Set
8%
64
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fit within 416x416
Filter Null:
Require all images to contain annotations.
Augmentations
No augmentations were applied.
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