webtoon bubble detection Image Dataset
Versions
2023-04-16 2:51pm
v9
· a year ago
2023-04-15 8:38pm
v8
· a year ago
2023-04-15 8:28pm
v7
· a year ago
2023-04-15 5:47pm
v6
· a year ago
2023-04-15 5:08pm
v5
· a year ago
2023-04-15 4:08pm
v4
· a year ago
2023-04-15 3:22pm
v3
· a year ago
2023-04-15 3:14pm
v2
· a year ago
2023-04-15 3:10pm
v1
· a year ago
v1
2023-04-15 3:10pm
Generated on Apr 15, 2023
Popular Download Formats
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 Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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556 Total Images
View All Images
Dataset Split
Train Set 86%
480Images
Valid Set 7%
40Images
Test Set 6%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 1 columns
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Hue: Between -50° and +50°
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Noise: Up to 1% of pixels
Bounding Box: Blur: Up to 5px
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