codec-rd-eval

Community

Automated BD-rate RD comparisons for codecs

Authorbabyworm
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automates the tedious, error-prone process of building reference C encoders, running encoding experiments across multiple sequences and QP points, and producing quantitative rate-distortion comparisons (BD-PSNR / BD-rate) so teams can objectively compare codec algorithm candidates.

Core Features & Use Cases

  • Build ref C encoders from refc/ using a reproducible C11 gcc build step or existing binaries.
  • Parallel encoding orchestration: local ProcessPoolExecutor or optional AWS Batch submission for large-scale evaluations.
  • BD-PSNR / BD-rate calculation using VCEG-M33 polynomial fitting with 3+ QP point support and N-candidate comparisons.
  • Configurable parsing and metrics: custom encoder CLI templates, regex output parsing, and opt-in SSIM/VMAF via ffmpeg.
  • Artifacts & reporting: caches raw results under .rat/scratch/rd-eval/, computes per-sequence and aggregate metrics, and renders a markdown report from a template.
  • Use Cases: algorithm selection during DSE, fixed-point precision impact analysis, N-way candidate ranking, and regression tracking.

Quick Start

Run codec-rd-eval with a completed HJSON test-config to build encoders, execute encodes, compute BD metrics, and generate the RD evaluation report.

Dependency Matrix

Required Modules

numpyhjsonboto3

Components

scripts

💻 Claude Code Installation

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Please help me install this Skill:
Name: codec-rd-eval
Download link: https://github.com/babyworm/rtl-agent-team/archive/main.zip#codec-rd-eval

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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