Abstract Background With the advent of the information era. the significance of visual communication design has escalated within the realm of increasingly prevalent network applications. Addressing the deficiency observed in prevailing sentiment analysis approaches in visual communication design. which predominantly leverage the holistic image information while overlooking the nuances... https://www.hindirochakkahaniya.com/