qddaichy@umich.edu

CSGO

Object Detection

CSGO Image Dataset

v7

full data augment

Generated on Oct 11, 2021

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

Train Set 95%
7803Images
Valid Set 4%
290Images
Test Set 1%
84Images

Preprocessing

Resize: Stretch to 1024x600

Augmentations

Outputs per training example: 3
Cutout: 2 boxes with 10% size each
cs
k
characters
1659 images
csgo-players
1659 images
th-t-ch-c
1659 images
1
person
101 images