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CPU Real-Time Correlation Tracking via Joint Model Compression and Transfer

We train an extremely lightweight CNN model named CF-VGGM (only 1.5MB) for state-of-the-art deep CF trackers (e.g., ECO and DeepSTRCF).

The pretrained tiny model helps deep CF trackers achieve CPU Real-Time speed with almost the same tracking accuracy.

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