5 mIoU to your PASCAL VOC2012 validation place. The brand new model produces semantic masks for each object classification regarding visualize using a great VGG16 anchor. It is based on the really works by the Age. Shelhamer, J. Much time and you will T. Darrell described on the PAMI FCN and CVPR FCN papers (reaching 67.dos mIoU).
demo.ipynb: So it notebook is the necessary way of getting become. It offers examples of using a beneficial FCN model pre-educated on the PASCAL VOC to portion target classes in your images. It offers code to run target class segmentation for the lesbickГ© seznamky random photo.
- One-out-of end-to-end training of one's FCN-32s model which range from the new pre-coached weights regarding VGG16.
- One-out of end-to-end degree from FCN-16s which range from the fresh pre-coached loads away from VGG16.
- One-regarding end to end degree of FCN-8s ranging from the brand new pre-instructed weights of VGG16.
- Staged training out-of FCN-16s by using the pre-instructed loads off FCN-32s.