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Developed an end-to-end melanoma detection project: curated a dataset of 500 images, implemented advanced augmentation and annotation, fine-tuned a detectron2 model, and created a user-friendly Streamlit web app for real-time insights.

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samrocks03/MelanomaDetection

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MelanomaDetection

Domain: Object Detection | Computer Vision

SOTA Used: Detectron2

Abstract:

  • Melanoma, a form of skin cancer, arises due to malignant transformations in cells, leading to uncontrolled proliferation and spreading of abnormal cells.

  • The occurrence of melanoma isn't restricted to sun-exposed areas; it can develop on any body part.

  • The term "benign" denotes a non-cancerous condition or growth.

  • Benign skin lesions, which encompass moles, freckles, and skin tags, are typically harmless and lack substantial health risks.

DEMO VIDEO:

Melanoma.-.HD.mp4

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Developed an end-to-end melanoma detection project: curated a dataset of 500 images, implemented advanced augmentation and annotation, fine-tuned a detectron2 model, and created a user-friendly Streamlit web app for real-time insights.

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