yscv-cli

Command-line tool for real-time inference, benchmarking, and evaluation.

# Run detection on a video
yscv detect --model yolov8n.onnx --source video.mp4

# Benchmark inference pipeline
yscv bench --model yolov8n.onnx --frames 1000

# Evaluate against ground truth
yscv eval --predictions pred.json --ground-truth gt.json

Commands

Features

[features]
native-camera = []  # Live camera input

Configuration

JSON-based config for thresholds, model paths, and pipeline options.

Tests

42 tests covering config parsing, pipeline setup, evaluation output.