battle spirits connected battlers cards detection Image Dataset
v1
2023-01-12 1:05am
Generated on Jan 11, 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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65 Total Images
View All Images
Dataset Split
Train Set 88%
57Images
Valid Set 8%
5Images
Test Set 5%
3Images
Preprocessing
Resize: Stretch to 854x480
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -35% and +35%
Exposure: Between -35% and +35%
Blur: Up to 1.75px
Noise: Up to 8% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
deck
77 images
Cards
990 images
cards
134 images
cards
58 images
cards-wQ9o
65 images