qddaichy@umich.edu

CSGO

Object Detection

CSGO Image Dataset

v1

2021-10-06 8:54pm

Generated on Oct 7, 2021

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.
Other Formats
Choose another format.

Dataset Split

Train Set 90%
3732Images
Valid Set 6%
249Images
Test Set 4%
166Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Cutout: 2 boxes with 30% size each
Bounding Box: Blur: Up to 10px
cs
k
characters
1659 images
csgo-players
1659 images
th-t-ch-c
1659 images
1
person
101 images