Apex

CSGO

Object Detection

CSGO Image Dataset

v1

2023-08-10 12:20pm

Generated on Aug 10, 2023

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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 87%
6612Images
Valid Set 8%
637Images
Test Set 4%
315Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
FPS
csgo2
100 images
FPS
csgo
317 images
people-and-head
720 images
humanbody
200 images
cs
humanbody
401 images