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harithkavish/Multi-Object-Detection-using-YOLO

sourceHugging Faceupdated 1y agoView on Hugging Face

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App README

Multi-Object Detection using YOLO and Custom CNN

A robust, cloud-ready multi-object detection system using FastAPI, YOLOv8, and a custom CNN. Supports MLOps, edge (browser) inference, and cloud deployment.

—Backend: FastAPI (app.py)
—Frontend: TensorFlow.js demo (tfjs_demo/index.html)
—Model Hub: Hugging Face Model Repo
—Spaces Demo: Hugging Face Spaces

Usage

—Run the backend: uvicorn app:app
—Try the browser demo: open tfjs_demo/index.html
—See .github/workflows/train-and-upload.yml for CI/CD