Image Similarity Search
Project information
- Category: Machine Learning
- Built at: Personal Project
- Project date: August 2018
- Project URL: https://github.com/katie-gu/Image-Similarity-Search
Implemented a representation learning command line application in TensorFlow that searches for images that have the most features in common with the input. Extracted features from images using the Inception convolutional neural network. Indexed the images by feature using locality sensitive hashing. Performed approximate nearest-neighbors search to return a list of images most similar to the input.