search

HonglinChu / SiamTrackers

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning
Apache License 2.0
1.31k stars 260 forks source link

Training regiment? #160

Open ogvalt opened 2 months ago

ogvalt commented 2 months ago

Hi guys! Appreciate your hard work! I have couple of question that I'd like to clarify:

  1. I observe that you have custom implementation of mobile net v3. Did you trained it separately and than used pretrained model in order to train NanoTrack? If so, could you share mobile net v3 training details? If not, does this mean you've trained mobile net backbone as part of nanotrack training process?
  2. Is it possible to access training data without registration on baidu services? In order to download it requires me to register.

Thanks

HonglinChu commented 1 month ago
  1. Yes, I trained mobilenetv3 backbone as part of nanotrack training process
  2. About training data, we follow the link https://github.com/STVIR/pysot/blob/master/TRAIN.md
ogvalt commented 1 month ago

@HonglinChu Thank you for replying!

Also have you tried quantizing nanotrack v3 to int8?

I'm trying deploying it on rockchip 3566 npu, but having no luck making it work properly

ogvalt commented 1 month ago

Also while trying to follow this guide in nanotrack folder

...
2. mkdir data
Download GOT-10k https://pan.baidu.com/s/10crE2uKR182fA93XRB3jyg password: 5ebm
How to crop GOT-10k https://pan.baidu.com/s/1yzXnRUqjreSeojEQOmluQg  password: un47
Put your training data into data directory 
...

I've encounterd issue with downloading. While I found a way to download GOT-10k from original website, I was not able to download How to crop GOT-10k guide.

HonglinChu commented 2 days ago

you can try this https://drive.google.com/file/d/1VwTAAiiT4gZVUVkoHSMV3vRJATrBSOIz/view?usp=drive_link