AynellaArt

Valorant Objects

Object Detection

Valorant Objects Image Dataset

v5

2022-11-16 7:04pm

Generated on Nov 17, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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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Dataset Split

Train Set 94%
675Images
Valid Set 4%
27Images
Test Set 3%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 59% Maximum Zoom
Rotation: Between -17° and +17°
Hue: Between -53° and +53°