Added infor where to download validation of ImageNet

[ternaus]

Summary by Sourcery

Add instructions for downloading the ImageNet validation dataset.

Enhancements:

• Update codespell to v2.4.0.

Documentation:

• Document how to download and extract the ImageNet validation dataset.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request adds instructions for downloading the ImageNet validation dataset to the README. It also updates the codespell pre-commit hook to version v2.4.0.

Flow diagram for ImageNet validation dataset setup process

flowchart TD
    A[Start] --> B[Download ILSVRC2012_img_val.tar]
    B --> C[Create imagenet/val directory]
    C --> D[Extract validation images]
    D --> E[Ready for benchmarking]
    style E fill:#90EE90

Loading

File-Level Changes

Change	Details	Files
Added instructions for downloading the ImageNet validation dataset.	Added a section explaining how to download the ImageNet validation set. Added bash code snippets for downloading and extracting the dataset.	README.md
Updated the codespell pre-commit hook to version v2.4.0.	Updated the codespell hook revision from v2.3.0 to v2.4.0.	.pre-commit-config.yaml

---

Tips and commands

Interacting with Sourcery

• Trigger a new review: Comment @sourcery-ai review on the pull request.
• Continue discussions: Reply directly to Sourcery's review comments.
• Generate a GitHub issue from a review comment: Ask Sourcery to create an
  issue from a review comment by replying to it. You can also reply to a
  review comment with @sourcery-ai issue to create an issue from it.
• Generate a pull request title: Write @sourcery-ai anywhere in the pull
  request title to generate a title at any time. You can also comment
  @sourcery-ai title on the pull request to (re-)generate the title at any time.
• Generate a pull request summary: Write @sourcery-ai summary anywhere in
  the pull request body to generate a PR summary at any time exactly where you
  want it. You can also comment @sourcery-ai summary on the pull request to
  (re-)generate the summary at any time.
• Generate reviewer's guide: Comment @sourcery-ai guide on the pull
  request to (re-)generate the reviewer's guide at any time.
• Resolve all Sourcery comments: Comment @sourcery-ai resolve on the
  pull request to resolve all Sourcery comments. Useful if you've already
  addressed all the comments and don't want to see them anymore.
• Dismiss all Sourcery reviews: Comment @sourcery-ai dismiss on the pull
  request to dismiss all existing Sourcery reviews. Especially useful if you
  want to start fresh with a new review - don't forget to comment
  @sourcery-ai review to trigger a new review!
• Generate a plan of action for an issue: Comment @sourcery-ai plan on
  an issue to generate a plan of action for it.

Customizing Your Experience

Access your dashboard to:

• Enable or disable review features such as the Sourcery-generated pull request
  summary, the reviewer's guide, and others.
• Change the review language.
• Add, remove or edit custom review instructions.
• Adjust other review settings.

Getting Help

• Contact our support team for questions or feedback.
• Visit our documentation for detailed guides and information.
• Keep in touch with the Sourcery team by following us on X/Twitter, LinkedIn or GitHub.

[sourcery-ai]

Hey @ternaus - I've reviewed your changes - here's some feedback:

Overall Comments:

• Please add a note that ImageNet requires registration/login to download the validation set. You can mention this before the download command to set proper expectations for users.

Here's what I looked at during the review

• 🟢 General issues: all looks good
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟢 Documentation: all looks good

---

Sourcery is free for open source - if you like our reviews please consider sharing them ✨

• X
• Mastodon
• LinkedIn
• Facebook

_{Help me be more useful! Please click 👍 or 👎 on each comment and I'll use the feedback to improve your reviews.}