A challenging effort that necessitates a thorough understanding of wavelet transforms, entropy coding, and bit manipulation is the implementation of the SPIHT (Set Partitioning In Hierarchical Trees) image compression technique from scratch. Listed below is a high-level breakdown of the procedures needed to implement SPIHT image compression: