CS194-26 Project 5 - Facial Keypoint Detection with Neural Networks

Name: Songwen Zhao

SID: 3038663175

Project File

imm_face_db/ directory should contain the IMM Face Database for part 1&2.

ibug_300W_large_face_landmark_dataset/ directory should contain the face database for part 3&4.

my_collection/ directory should contain three photos from my collection and one .txt file indicating the bounding boxes for the face.

kaggle/ directory should contain everything for class Kaggle competition, including the Kaggle test set .xml file and the result .csv file.

output/ directory should contain all the output images in .jpg format and checkpoint files in .pt format.

main.ipynb has code for all parts. Note that it should be able to run on Google Colab with GPU.

main.py has the same code as in main.ipynb.

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
__pycache__		__pycache__
imm_face_db		imm_face_db
kaggle		kaggle
my_collection		my_collection
output		output
web		web
.gitignore		.gitignore
README.md		README.md
main.ipynb		main.ipynb
main.py		main.py
unet.py		unet.py