Add support for sparse YOLOv5 models from SparseZoo

[mwitiderrick]

Link to notebook
https://colab.research.google.com/drive/13t7KgZFQPZNx4JnqxoWKyTlIho7PKz9x?usp=sharing

[fcakyon]

@mwitiderrick, thanks a lot!

Firstly can you please reformat your code as given here: https://github.com/obss/sahi#contributing

And could you include some tests and a demo inference notebook in this PR?

For the notebook, you can take this as a reference: https://github.com/obss/sahi/blob/main/demo/inference_for_yolov5.ipynb

Reference for the tests: https://github.com/obss/sahi/blob/main/tests/test_yolov5model.py

[fcakyon]

@mwitiderrick can you please reformat your code as given here: https://github.com/obss/sahi#contributing ? And commit/push again?

[mwitiderrick]

Hello @fcakyon added the tests, demo notebook and formatted the code

[fcakyon]

@mwitiderrick thanks a lot!

Can you please add deepsparse installation into ci configs?

sahi/.github/workflows/ci.yml

Line 104 in 7d63528

- name: Install ultralytics

sahi/.github/workflows/ci_torch1.10.yml

Line 111 in 7d63528

- name: Install ultralytics

[mwitiderrick]

add deepsparse installation into ci configs

@fcakyon done please check and let me know if it's as expected

[fcakyon]

@mwitiderrick your tests are failing 🤔

[mwitiderrick]

@mwitiderrick your tests are failing 🤔
@fcakyon tested and they worked.

DeepSparse doesn't support macos for now. Could it be the problem?

[fcakyon]

Can you update the sparse yolov5 test file, so it doesn't run in macos? As in https://github.com/obss/sahi/blob/main/tests/test_detectron2.py#L18

[mwitiderrick]

Can you update the sparse yolov5 test file, so it doesn't run in macos? As in https://github.com/obss/sahi/blob/main/tests/test_detectron2.py#L18

@fcakyon looks good now?

[fcakyon]

It also fails in windows and linux

[mwitiderrick]

It also fails in windows and linux

Hello @fcakyon we did some fixes on DeepSparse to make it work with SAHI

These changes have not yet been released to pypi so I am installing from source.

DeepSparse only works on Linux.

Why are the tests also running on Windows and macos even after instructing that they only run for Linux?

[mwitiderrick]

I'll close this one because of the many formatting issues new PR #848