Tutorial on image similarity and dataset curation from the Google DevFest On Campus at the Technical University Berlin (December 16th, 2023).
In this repo we learn about:
- Scraping artwork from Google Images
- Obtaining image embeddings from a ResNet on PyTorch
- Using cosine similarity to compare and cluster image embeddings
- Visualizing image vector spaces using Tensorboard
- Running Imagenet-pretrained convolutional neural networks (Resnets) for classification
antonio.rueda.toicen 'at' gmail 'dot' com
This work is licensed under a Creative Commons Attribution 4.0 International License.