deep-learning

A repository containing implementations of deep learning models and my experiments.

Implemented papers

• Badrinarayanan, Vijay, Alex Kendall, and Roberto Cipolla. "Segnet: A deep convolutional encoder-decoder architecture for image segmentation." IEEE transactions on pattern analysis and machine intelligence 39.12 (2017): 2481-2495.

Reports

• Segmentation Survey for Monocular Visual Odometry -- Source code in segnet folder.

• Language Models as Image Autoencoders (Ongoing)