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rcvpose's Issues

sem_out in AccumulatorSpace.py all zeros

Hi,
while testing the RCVPose I get sem_out variable always all zeros at line 556 of AccumulatorSpace.py. To solve, is it possible that we have to multiply the variable by 1000 like here: sem_out = np.where(sem_out*1000>0.8,1,0) ?

Thanks

LINEMOD OCCLUSION

Hi,
I want to experiment with LINEMOD_OCCLUSION dataset.
Do you have any plan to reveal the codes and pretrained-weights for LINEMOD_OCCLUSION?

Thanks.

3DRadius_lm.py

There seem to exist discrepancies in LINEMOD_ORIG and LINEMOD w.r.t. masks - some of them simply are not available in LINEMOD, the algorithm then crashes.
The download of the dataset, the folder structure creation and pruning should be performed within another script. The manual labor becomes confusing and is very error prone.

TypeError: Accumulator_3D() takes 2 positional arguments but 4 were given

Hi,
thanks for the great work. I am testing RCVPose but got the following error:

center_mm_s = Accumulator_3D(xyz, xyz_load_transformed, radial_list, pixel_coor)
TypeError: Accumulator_3D() takes 2 positional arguments but 4 were given

The function is defined for two inputs as arguments. Can you help here?

Best

LINEMOD_ORIG not downloadable

Hello,
Can someone provide a download link to the LINEMOD_ORIG dataset? The links in the readme are outdated and the sharepoint doesn't exist anymore. If anyone has the LINEMOD and the LINEMOD_ORIG dataset, I will be very glad. The LINEMOD can be downloaded by the BOP website that is linked, but there is no LINEMOD_ORIG as I can see.

Thank you very much!

YCB dataset training and testing part?

Hi, thanks for sharing so nice work.

Could you mind sharing the code to reproduce experiment results in YCB dataset about training and testing part ?

UnboundLocalError: local variable 'keypoint_count' referenced before assignment

(venv310) blab@blab-server:~/pporzz/rcvpose$ python main.py --root_dataset="/home/bimlab/pporzz/rcvpose/Datasets/6dPoseData/" --mode=test --demo_mode True
ape
Traceback (most recent call last):
File "/home/bimlab/pporzz/rcvpose/main.py", line 70, in
trainer = Trainer(data, opts, vis)
File "/home/bimlab/pporzz/rcvpose/train.py", line 25, in init
self.Test()
File "/home/bimlab/pporzz/rcvpose/train.py", line 194, in Test
estimate_6d_pose_lm(self.opts)
File "/home/bimlab/pporzz/rcvpose/AccumulatorSpace.py", line 518, in estimate_6d_pose_lm
model_path = opts.model_dir + class_name+"_pt"+str(keypoint_count)+".pth.tar"
UnboundLocalError: local variable 'keypoint_count' referenced before assignment

I don't have any ideas on this issue. Can someone help me? Or give a hint?

Download Link is not working

Could you please update the download-Link for the Linemod-dataset.
The current one is not working and the BOP-Dataset has another format.

Some code bugs

Hey, I am trying to run the code with your pretrained weights. (without training it by myself)

How to run the code just for testing/visualization?

Following your guide:
when running python3 main.py --root_dataset="datasets/" --mode=test --demo_mode=True
I am getting the next error:
FileNotFoundError: [Errno 2] No such file or directory: 'datasets/LINEMOD/ape/Split/train.txt'
or 'datasets/LINEMOD/ape/Split/val.txt'

that because there is not Split directory (the ape/Split/ doesn't exist) but instead the files inside the ape/ folder

Can you please try to edit the guide for us to run your code from scratch?

Thanks for your great work!

Incomplete paths

rootPath = opts.root_dataset + "LINEMOD_ORIG/"+class_name+"/"

Some paths simply do not work as "/" is missing in the full path, resulting in e.g. "ROOT2LINEMOD/LINEMODLINEMOD_ORIG/ape"
I'd recommend using os.path.join, which then is also OS independet.

What is 'Outside9.npy'?

Hello. I'm looking to use my custom dataset with rcvpose.
What values are present in outside9.npy, which is needed for training?

requirements_simplified.txt

The requirements_simplified.txt file is invalid.
You might need to consider employing "==" or ">=" for installing the required packages.
Further the pip command is not correct.
It should be
pip install -r requirements_simplified.txt

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