Object Detection for shopee Dataset

Train process

This project does not contain any training dataset. The model trained model is based on DeepFashion. If you want to fine-tune the model, please configure train_dataset_config.json with the proper dataset path in value field.

Then execute

 python train_for_shopee.py 

Test process

The file test_for_shopee.py is written for shopee data. Please excute

    python test_for_shopee.py -p <path-to-your-test-image-folder>

model

The final model is over 100mb, so github does not allowed to push, so the model is put in my google drive

1. You can download it in the url and put it in model_output folder then execute the above python script
2. You can either directly run the script and then chrome will pop out which will need your authentication for further downloading.

Detailed Explanation

Slides are prepared for the explanation of my solution. It is int the report folder. For more details, you may refer the slides instead.