liqi0126 / clip_coco

CS260 Course Project: Vectorized Similarity Search in Multi-modal Databases

• Zhenghao Peng
• Qi Li
• Siyan Zhao
• Yijia Xiao
• Linqiao Jiang

CS260 UCLA, 2022 Fall

Usage

Step 1. clone cocoapi, goto PythonAPI and run make

Step 2. follow clip to install clip

Step 3A. download and unzip features.tar.gz (or generate by code, see Step 3B) and unzip the features to features folder.

Step 3B. run python clip_coco.py to export coco dataset to json {str(object id): clip_feature}

Step 4. Open play.ipynb and change the path toward generated features / coco dataset to correct path and run! Enjoy!