Imad Toubal issues

Results 9 issues of


                                            Imad Toubal

[MAINT] Inferer.call() function in solaris.nets.infer.py does not properly use torch.no_grad()

## Maintenance request summary `Inferer.__call__()` function in solaris.nets.infer.py does not properly use torch.no_grad(). PyTorch is effectively computing gradient for the inference process, thus, using significantly more GPU memory. ## Task...

Type: Maintenance

Status: Review Needed

added dependencies

Added `requirements.txt`

Fixed the method `build_model` in the class `Solver`

Fixed the issue where the function always created a model with 3 input channels and 1 output channel regardless of the `config` object values for `img_ch` and `output_ch`

Deal with 4 channel and single channel input

Currently, the following exception is raised when the uploaded image is a 4-channel png. ``` RuntimeError: The size of tensor a (4) must match the size of tensor b (3)...

Add unit testing

help wanted

Add documentation on custom models

documentation

Is there metadata available for the test/validation sets?

Hello, I have downloaded the Webvision 2.0 dataset from https://data.vision.ee.ethz.ch/cvl/webvision/download.html but I don't seem to find any download links for the metadata associated with the validation or test sets. i.e.,...

Refactor to the pytorch implementation

Refactors include improved readibility in softnms_pytorch.py and consistent use of pytorch to improve performance.