The invention discloses an intra-
nasal disease real-time auxiliary diagnosis and
treatment system based on Att-Res2-CE-Net, based on the Att-Res2-CE-Net; the Res2Net50 feature is used for extracting the
backbone network, wherein a dense cavity
convolution block DAC module and a residual multi-core
pooling RMP module are embedded into an Attention U-Net network. The
system comprises a video acquisition
processing end, a cloud platform and a
server end, wherein the video collecting and
processing end comprises a plurality of
nasal endoscope video collecting devices and is in
wireless connection with the cloud platform, the cloud platform is in
wireless connection with the
server, the
system is ingenious in design and reasonable in structure, the disadvantages and
advantage analysis of all networks are integrated, wherein the advantages are enhanced and the disadvantages are avoided. Through combination of
software and hardware, a target segmentation network and a target tracking network can be established on the
server, and the real-time operation video provided by the video acquisition and
processing end is used for accurately identifying and positioning nasal polyp, fungal
sinusitis and
nasal cavity tumor. The
system is low in cost, flexible and convenient to use and capable of assisting doctors in diagnosis and improving diagnosis efficiency.