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CIS-few-shot

A project to validate ClipAdapter's performance using the open-source CIS dataset and a custom worker dataset.

Overview

This project leverages the open-source CIS dataset and a custom worker dataset to evaluate the performance of ClipAdapter. You can view the results and experiment details in the rebar.ipynb notebook.

Guide

1. Init

First, clone the main repository and the ClipAdapter repository:

git clone https://github.com/gaobiaoli/CIS-few-shot.git
cd CIS-few-shot
git clone https://github.com/gaobiaoli/ClipAdapter.git
pip install requirements.txt

2. Dataset Preparation

cd CIS-few-shot/dataset
tar -xvf rebar_tying.gz

3.Validation

Turn to jupter notebook: rebar.ipynb

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few-shot validation in various dataset

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