nyuuzyou/AnimeHeads
Object Detection
•
Updated
•
9
image_id
int64 0
8.04k
| image
imagewidth (px) 98
640
| width
int32 98
640
| height
int32 105
640
| objects
sequence |
|---|---|---|---|---|
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End of preview. Expand
in Dataset Viewer.
AnimeHeadsv3 Object Detection Dataset
The AnimeHeadsv3 Object Detection Dataset is a collection of anime and art images, including manga pages, that have been annotated with object bounding boxes for use in object detection tasks.
Contents
There are two versions of the dataset available: The dataset contains a total of 8157 images, split into training, validation, and testing sets. The images were collected from various sources and include a variety of anime and art styles, including manga.
- Dataset with augmentation: Contains 8157 images.
- Dataset without augmentation: Contains 2777 images.
The images were collected from various sources and include a variety of anime and art styles, including manga. The annotations were created using the COCO format, with each annotation file containing the bounding box coordinates and label for each object in the corresponding image. The dataset has only one class named "head".
Preprocessing
The dataset with augmentation has the following preprocessing parameters:
Resize: Fit within 640x640
The dataset without augmentation does not have any preprocessing applied.
Augmentation Parameters
The following augmentation parameters were applied to the dataset with augmentation:
Outputs per training example: 3
Flip: Horizontal
Saturation: Between -40% and +40%
Blur: Up to 4px
Noise: Up to 4% of pixels
- Downloads last month
- 86
Size of downloaded dataset files:
1.1 GB
Size of the auto-converted Parquet files:
1.13 GB
Number of rows:
10,934
Models trained or fine-tuned on nyuuzyou/AnimeHeadsv3