Image segmentation

Purpose: Assign a category to each pixel in the picture, not only classify pixels according to category, but also analyze independent objects, and present them with segmentation shading.

Dataset: Oxford-IIIT Pets. Contains 7390 photos of cats and dogs of various breeds.

Model :

Training and validation loss fig :

Result of prediction :

Detail :

https://colab.research.google.com/drive/1yb_mwMHuZvtKQc2PgXAlee-gb23eS7su?usp=share_link