Project for Leverhulme Research Centre
Demo: you can upload image from here if you'd like to have a test. [slides]
- Introduced autoencoder and bag of word model for footwear object detection, segmentation, and localisation.
- Obtained reasonable performance of handling random out-of-sample testing by only looking at 6 in-sample images.
All of the code can be found in the code folder. Files are individually documented, while the README.md (TODO) file guides you through the narrative and ordering of the project. The cropped images used in this project can be found in new. Original images can be found in images.
Other files can be found: https://drive.google.com/drive/folders/1XyqJySKn36OvcJraHhpVj9f7Jq_uyr4W?usp=sharing