Helaly96

Unclear variable names in Bundle adjustment notebook

2

Very unclear names, https://github.com/scipy/scipy-cookbook/blob/master/ipython/bundle_adjustment.ipynb i don't understand the variable used in this code at all? for example: **points_2d** with shape (n_observations, 2) contains measured 2-D coordinates of points projected on...

When trying to follow the steps stated in Maskless fine tuning section, (i even tried to use the exact model stated in the steps..) i always recieve: ``` 60 @staticmethod...

Hello, thank you so much for the library. I am implementing a variation of it and including other criteria to the states as well (depth of object ) i have...

Dataset cannot be downloaded anymore?

2

i cannot seem to find the 3DFAW dataset anywhere? which renders the whole project obsolete, so any idea where to find it

What is the purpose of the image saved along with the text in the 3ddfa?

2

i noticed when running the **inference.py** we have a result saved into results/**NAME_OF_FILE.txt** and results/**NAME_OF_FILE.jpg** but the thing is, when running the v100_test.sh and changing the image name in example/imlist...

where is the loss gradient calculated in the proponent/opponent example

2

unlike the colab example of self influence where the gradient of the loss is clearly calculated using tape, i don't see where the loss_grad is being calculated in the proponent/opponent...

In the case i want to use another loss function than NLL, for example a regression problem. i will simply change the calc_loss function implementation. correct?

Adapting this approach to regressions tasks not just classification

1

Will this out of the box work with regressions tasks instead of classification. or will the Influence values not be as descriptive as in the case of classification

in the paper they concluded that the best feature to use is "MRCG" but you are using the code "MFCC", is this a design choice or just for getting a...

Avoid having multiple sparse point clouds

8

When using the mapper step, i sometime end with multiple folders inside of sparse folder. (0,1,2.. sometime up to 12) Each folder represents some of the points of the whole...