Mnf - Encode

: Studies show that applying MNF before classification tasks, such as land use mapping, can significantly increase overall accuracy (e.g., reaching up to 97.76% compared to lower results without pre-processing).

import mnf_sdk encoder = mnf_sdk.MNFEncoder(bitrate="2Mbps", quality="perceptual") with open("video.yuv", "rb") as f: stream = encoder.encode(f.read()) print(f"Compression ratio: stream.ratio") mnf encode

CBOR (binary JSON alternative): useful for constrained devices. : Studies show that applying MNF before classification