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EECS545 Final Project

This repo contains the supported code and configuration files of our final project. It is forked from https://github.com/SwinTransformer/Swin-Transformer-Object-Detection.

Results and Models

Object Detection Module

We used Swin-T model (the first row) in the following table.

Backbone Pretrain Lr Schd box mAP mask mAP #params FLOPs config log model
Swin-T ImageNet-1K 1x 43.7 39.8 48M 267G config github/baidu github/baidu
Swin-T ImageNet-1K 3x 46.0 41.6 48M 267G config github/baidu github/baidu
Swin-S ImageNet-1K 3x 48.5 43.3 69M 359G config github/baidu github/baidu

For our config files, you can refer to config/food_recog and config/sw_test

Search Engine Module

For all the codes and data used in search engine module, you can refer to folder search_engine

eecs545_final_proj's People

Contributors

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