ai-melanoma-detection burrows99 · PARTIAL
A deep learning model for detecting melanoma from skin lesion images, featuring Grad-CAM visualization for explainable AI. Built with PyTorch, this project includes training, evaluation, and a Gradio web interface for real-time predictions.
github.com/burrows99/ai-melanoma-detection · ★ 0 · Forks 0 · Size 137.8 MB
SUMMARY
Technologies 11
Scored 9
Observed 9
Practices 6
Evidence 12
Skips 2
COVERAGE
Analyzed 40 files · 28 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
JSON LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
5 files · PRODUCTION
YAML LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
19 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth —
0 files · config only
NumPy LIBRARY Depth 73
3 files · PRODUCTION
Pydantic LIBRARY Depth 55
1 files · PRODUCTION
Starlette FRAMEWORK Depth —
0 files · config only
pandas LIBRARY Depth 66
2 files · PRODUCTION
PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · observedlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2025-08-20
Last commit 2025-08-21
Active months 1
Commits 28