rainofmine/bi-box_regression

Pytorch implementation of Bi-box Regression for Pedestrian Detection and Occlusion Estimation (ECCV2018)

bi-box_regression's Issues

Testing script

I would like to point out that the testing script is some how missing, could you please provide it ?

The use of dataset

I want to use a Caltech Pedestrian dataset for training, but for the transformation of the data set don't correspond with code format and don't know you is how to convert the data set.How to write in CSV, has met the needs of the code format?

This is my result！

这个结果和Repulsion loss一样都变差了，也是奇怪的很！希望作者贴出他的实验结果！

How to test the pre-train model?

Is there any python code or instruction to test already exist pre-train model?

Thank you~

Combine Bi-box_Regression and Repulsion loss

Do you try to combine two methods?

hi~the result of this project can be presented in the command?i have very bad result but i dont konw why

hi~the result of this project can be presented in the command?i have very bad result but i dont konw why

pytorch version

Hey, sorry to interrupt, I got a problem with pytorch version and hope you can help me. I am using pytorch 1.0 and for some reason, I can not use pytorch 0.4, so is there any way I can use your code with pytroch 1.0 by changing some parts of your code?

mAP extremely low when testing on Caltech

Hi,

I just found the mAP is very low when testing on Caltech Dataset, it is around 0.03
The code is

optimizer = optim.Adam(retinanet.parameters(), lr=1e-5)
scheduler = optim.lr_scheduler.ReduceLROnPlateau(optimizer, patience=3, verbose=True)

If I change to SGD or I change lr=1e-4, mAP will always be 0.0
If there anyone has similar problem as mine? What is wrong with my expirement?

BTW, I downsize the caltech to 1/10 of the original size, it takes 35 minutes to run one epoch and I ran 50 epochs. The val data set was chosen from another 1/10 of the original Caltech Dataset. Basiclly the val and test should be very similar, but the mAP on Val is only around 0.3 at 24th epoch.

I have no idea what went wrong.
Thanks!!!

Can this model be trained on a 1060 graphics card?

train.txt,val.txt

请问train.txt和val.txt文件格式是怎么样的？