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dl-22fall-p2's Introduction

DL-22Fall-p2 final project

Motivation

This project is mainly based on VGG16 and Inception V3.

Motivation comes from life. When describing a person, often several features will be listed, for example, he/she has arched eyebrows and brown hair, or wears wavy hear and has high cheekbones. So we are thinking about if a mechanism that can also generate such features which are usually described by a human. Training deep learning models require large, hard-to-come datasets to perform the task to achieve optimal results. So here we load the pre-trained well-established network and train it on the CelebFaces Attributes Dataset (CelebA). We aim to build a network which take a photo as input and generate the facial feature of that person.

Model Saved:

https://drive.google.com/drive/folders/1s4Wi4t7MjpmZtS_gx01pLTYMZopJoWGM?usp=sharing

Dataset Link:

https://drive.google.com/drive/folders/1ZEBrZTZql4FfzsPs026NWtf1khw4czrL?usp=sharing

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