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[Code Addition Request]: add ACGAN machine learning model to Brain Tumor Detection #713

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shravya312 opened this issue Oct 19, 2024 · 2 comments
Closed
2 of 3 tasks

[Code Addition Request]: add ACGAN machine learning model to Brain Tumor Detection #713

shravya312 opened this issue Oct 19, 2024 · 2 comments
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Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. gssoc-ext hacktoberfest level1 Status: Assigned Indicates an issue has been assigned to a contributor.

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@shravya312
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Have you completed your first issue?

  • I have completed my first issue

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  • I have read the guidelines
  • I have the link to my latest merged PR

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this is my first issue

Project Description

The ACGAN (Auxiliary Classifier GAN) enhances the Brain Tumor Detection project by generating realistic synthetic images of brain tumors, helping to augment the dataset. This improves model robustness, especially in cases of limited real-world data. ACGAN also incorporates a classifier, allowing it to generate images conditioned on tumor types, which improves the classifier's ability to differentiate between tumor categories.

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Shravya H Jain

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GSSOC
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🙌 Thank you for bringing this issue to our attention! We appreciate your input and will investigate it as soon as possible.

Feel free to join our community on Discord to discuss more!

@UTSAVS26 UTSAVS26 added Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. Status: Assigned Indicates an issue has been assigned to a contributor. level1 gssoc-ext hacktoberfest labels Oct 19, 2024
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✅ This issue has been closed. Thank you for your contribution! If you have any further questions or issues, feel free to join our community on Discord to discuss more!

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