MVT.cpp

C++ implementation of "Mobile Vision Transformer-based Visual Object Tracking" (BMVC2023) and "Separable Self and Mixed Attention Transformers for Efficient Object Tracking" (WACV2024)

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Install / Use

/learn @goutamyg/MVT.cpp

About this skill

Quality Score

0/100

README

C++ implementation of papers Mobile Vision Transformer-based Visual Object Tracking (BMVC2023) and Separable Self and Mixed Attention Transformers for Efficient Object Tracking (WACV2024)

The original Pytorch implementations is available in these links: MVT and SMAT.

Why C++ implementation?

Improve the model inference speed (fps)
Single vs Multi-thread throughput analysis
Lower memory footprint compared to Python
Subsequent deployment on Andorid devices using JNI

Supported Frameworks

To-do

TF-Lite
NCNN

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