Single object training for Multiple Object inference

hkchengrex / XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

https://hkchengrex.com/XMem/

MIT License

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Single object training for Multiple Object inference #97

Closed j-merz closed 1 year ago

j-merz commented 1 year ago

If a new model was trained only on single objects, will the model perform poorly for occlusions when it is used with multiple objects during inference?

hkchengrex commented 1 year ago

It should still work but not perform as well.