media-processing

Batch processing video encoding and format conversion is handled by running deterministic scripts that apply FFmpeg and ImageMagick operations across large media collections locally with clear failure handling.

Yes, background removal is supported locally using RMBG CLI tools, which apply models like modnet and briaai to process images and automatically extract subjects from their backgrounds.

Streaming preparation for HLS and DASH is achieved by applying FFmpeg encoding workflows to format media assets, generate thumbnails, and create quick previews for adaptive bitrate delivery.

Yes, FFmpeg, ImageMagick, and rmbg-cli are required dependencies that must be present in your environment, as the runtime is dependency-aware and executes tasks through these external tools.

Automating thumbnail generation across large collections is done via the included batch-processing scripts, which leverage FFmpeg to deterministically extract preview images from video assets.

Limitations depend on the specific RMBG model used, such as modnet or briaai, and the runtime environment's ability to execute the CLI dependency, which may impact processing speed or model accuracy.