poster and slides on Google drive: https://drive.google.com/drive/folders/1FefDClzqGG3ae_49_S0vL0LamCKu64bF

Line2Landmark

Landmark Searching Based on Hand-Painted Building Lines
Google ML Winter Camp 2020 Project

Background

Tech

We use three models to realize the process of image reconstruction, object detection and image similarity comparison.

Image Reconstruction

Model: CycleGAN

Detection

Model: Retinanet + FCOS

Image Retrieval

Model: reconstruct imgs + original imgs -> autoencoder

Demo

# place models
cd webapp
python app.py # demo will run on http://127.0.0.1:5000/