Method and apparatus for optimizing video playback start, device and storage medium
Grant
US12581159B2
Kind: B2
Mar 17, 2026
Assignee
BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
Inventors
Yuanfei Gao
Abstract
A method and apparatus for optimizing a video playback start, a device and a storage medium are provided. An implementation of the method may include: acquiring feature data, the acquired feature data affecting the video playback start speed when a video starts to play; inputting the acquired feature data into a pre-trained gradient boosting decision tree (GBDT) regression model to output a predicted value for a video buffer frame, and recording the predicted value as a first predicted value; and ascertaining whether to start playing the video based on the first predicted value.
CPC Classifications
H04N 21/44004
H04N 21/23418
H04N 21/2401
H04N 21/4384
H04N 21/44008
H04N 21/44209
H04N 21/4662
H04N 21/8193
H04N 21/4331
H04N 21/47217
G06F 18/214
G06F 18/24323
G06N 20/00
G06N 5/01
G06N 20/20
G06V 10/7747
G06V 20/46
Filing Date
2021-06-11
Application No.
17345612
Claims
20