AI SystemPythonYOLO11xGrad-CAMStreamlitOpenCV
Cancer AI Analysis System
About This Project
The Cancer AI Analysis System detects multiple cancer types from medical imaging using YOLO11x. Its Grad-CAM explainability layer generates heatmap visualizations showing exactly which image regions influenced the AI decision — critical for clinical trust and research validation. The system generates structured diagnostic reports and includes built-in sample images.
Key Features
Multi-cancer detection: Brain, Breast, Lung, Colon, Oral using YOLO11x
Explainable AI with Grad-CAM heatmap visualization
Automatic tumor bounding box localization
Automated oncology-style diagnostic reports
Built-in sample images for instant demo
Confidence score per detected cancer type
One-click PDF report export
Ethical disclaimer for research/clinical use
Tech Stack
PythonYOLO11xGrad-CAMStreamlitOpenCV
Dil Zaib
Software Engineer | MERN Stack Developer | Founder @ SOFT HOUZE Pvt. Ltd. | AI & Agentic AI Specialist
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