Скачать или смотреть Image Embeddings

GitHub repository: https://github.com/andandandand/pract...

0:00 Image Embeddings
0:15 Learning goals
0:42 Sparse vs dense vector representations
1:40 Common metrics to compare embeddings
3:03 Embeddings as representations learned during training
4:29 Similar objects have similar embeddings
5:10 Image embeddings as a byproduct of training
6:45 Approaches to produce embeddings with neural networks
8:48 Extract embeddings from a pretrained Resnet50
10:40 Art Recommendation system
12:28 Fine-grained embeddings with triplets
14:10 Application: differential diagnosis
15:12 Application: search by image
16:16 Summary