Hi @kapilpandya2203. Thank you for your report.
To speed up processing of this issue, make sure that the issue is reproducible on the vanilla Magento instance following Steps to reproduce. To deploy vanilla Magento instance on our environment, Add a comment to the issue:

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Hi @engcom-Bravo. Thank you for working on this issue.
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@magento give me 2.4-develop instance

Hi @engcom-Bravo. Thank you for your request. I'm working on Magento instance for you.

Hi @engcom-Bravo, here is your Magento Instance: https://9c10b8a9a6b79402f15f816d06a43c67.instances-prod.magento-community.engineering
Admin access: https://9c10b8a9a6b79402f15f816d06a43c67.instances-prod.magento-community.engineering/admin_811f
Login: cb25c0f4
Password: 12d2437f9b6d

Hi @kapilpandya2203,

Thanks for your reporting and collaboration.

We have verified the issue in Latest 2.4-develop instance and the issue is reproducible.Kindly refer the screenshots.

Steps to reproduce

• Access magento admin panel and set the indexer mode to Update by Schedule
• Go to Catalog->Product.
• Create a product or edit any existing product and upload a image and again remove the uploaded image without saving the product.
• Then save the product.
• Run media.storage.catalog.image.resize consumer

As the image was not saved to the product, but the image is getting added to the queue for image resize.

Hence Confirming the issue.

Thanks.

✅ Confirmed by @engcom-Bravo. Thank you for verifying the issue.
Issue Available: @engcom-Bravo, You will be automatically unassigned. Contributors/Maintainers can claim this issue to continue. To reclaim and continue work, reassign the ticket to yourself.

@magento I am working on this