
Low Bandwidth Cost
KSHD encodes videos to smaller sizes based on technologies such as video preprocessing, smart bitrate control (SBC), region of interest (ROI), and parameter optimization. KSHD can reduce video transmission bandwidth by 30% to 60%. This significantly reduces the bandwidth cost for video content providers.

HD Experience
KSHD improves the image quality of a video before it encodes the video to provide optimal HD experience. KSHD uses machine learning and image processing algorithms to remove blurs, noises, and color blocks in the video. This greatly improves the mean opinion score (MOS) and the Video Multimethod Assessment Fusion (VMAF) score of the video.

Smart Bitrate Control
KSHD uses neural networks to analyze the content of the video before encoding the video. During this process, KSHD makes predictions for subsequent frames. Then, KSHD intelligently optimizes the encoding parameters based on the analysis and predictions. This ensures the image quality of the video while reducing the bitrate by 20%.

Refined Processing
KSHD adopts the ROI technology to enhance and refine the image quality of videos. KSHD classifies content in each frame, and then processes the objects of interest and the background separately based on the preference of human vision. This enables KSHD to produce videos where the objects are more noticeable against the background.