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ESPNetV2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network

Reference

Mehta, Sachin, Mohammad Rastegari, Linda Shapiro, and Hannaneh Hajishirzi. "Espnetv2: A light-weight, power efficient, and general purpose convolutional neural network." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9190-9200. 2019.

Performance

CityScapes

Model Backbone Resolution Training Iters mIoU Links
ESPNetV2 - 1024x512 120000 70.88% model | log |vdl

Additional Requirement

  • paddlepaddle develop version after 20211230