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Added Type Check for cocodetection dataset #8227

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merged 4 commits into from
Mar 13, 2024

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RazaProdigy
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Fixes #7824

###Key changes:

For now added type checking in getitem function of cocodetection (coco.py) to ensure value passed is int and not a slice.
Current getitem function does not handle slice inputs and returns wrong result.
We can also work on enhancing the code to allow for slice inputs. Please do let me know if this feature is required i can work on it.

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pytorch-bot bot commented Jan 21, 2024

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/8227

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❌ 14 New Failures, 18 Unrelated Failures

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@NicolasHug NicolasHug left a comment

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Thanks for the PR @RazaProdigy, and thanks @sadra-barikbin for the original report.

The changes LGTM. Before merging, could you please add a small non-regression test here:

Something like this (I haven't checked that it works):

    def test_slice_error(self):
        with self.create_dataset() as (dataset, _):
            with pytest.raises(ValueError, match="Index must be of  type integer"):
                dataset[:2]

Thank you!

@RazaProdigy
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@NicolasHug Test seems to pass!
Thanks!

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@NicolasHug NicolasHug left a comment

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Thanks a lot @RazaProdigy

@NicolasHug NicolasHug merged commit 8afd547 into pytorch:main Mar 13, 2024
9 of 32 checks passed
facebook-github-bot pushed a commit that referenced this pull request Mar 20, 2024
Reviewed By: vmoens

Differential Revision: D55062775

fbshipit-source-id: 3bfbb2e607b31373bece42ef449bebb863057b34

Co-authored-by: RazaProdigy <[email protected]>
Co-authored-by: Nicolas Hug <[email protected]>
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‍‍‍‍CocoDetection accepts slice as argument to its __getitem__ and returns wrong result
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