tflite version of LightTrack and NanoTrack

[kho-bluefrogrobotics]

Issue Type

Feature Request

OS

Other

OS architecture

Other

Programming Language

Other

Framework

TensorFlowLite

Model name and Weights/Checkpoints URL

https://github.com/researchmm/LightTrack https://docs.opencv.org/4.x/d8/d69/classcv_1_1TrackerNano.html

Description

Would it be possible to have a tflite version of trackers like LightTrack and NanoTrack?

Thank you a lot for your work!

Relevant Log Output

No response

URL or source code for simple inference testing code

No response

[PINTO0309]

https://github.com/zhanghan0112/SiamTracker-with-TensorRT

https://github.com/zhanghan0112/SiamTracker-with-TensorRT/blob/main/LightTrack/snapshot/LightTrackM/model_backbone.onnx

https://github.com/zhanghan0112/SiamTracker-with-TensorRT/blob/main/LightTrack/snapshot/LightTrackM/model_track.onnx

onnx2tf -i model_backbone.onnx

• replace.json

  {
  "format_version": 1,
  "operations": [
    {
      "op_name": "Reshape_304",
      "param_target": "outputs",
      "param_name": "780",
      "post_process_transpose_perm": [0,2,3,1]
    }
  ]
  }

  onnx2tf -i model_track.onnx -prf replace.json