ronekko / Deep_metric_learning
Licence: mit
Deep metric learning methods implemented in Chainer
Stars: ✭ 153
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Deep Metric Learning
Implementation of several methods for deep metric learning in Chainer v4.2.0.
- Proxy-NCA: No Fuss Distance Metric Learning using Proxies
- N-pair loss: Improved Deep Metric Learning with Multi-class N-pair Loss Objective
- Lifted structure: Deep Metric Learning via Lifted Structured Feature Embedding
- Clustering loss: Deep Metric Learning via Facility Location
- Angular loss: Deep Metric Learning with Angular Loss
Dependencies
pip install cupy==4.2.0 chainer==4.2.0 fuel==0.2.0 tqdm
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