Comments (2)
adambielski
commented on May 26, 2024
6
In case of online triplet selection, many triplets are generated per batch. For each triplet a triplet loss function is computed. What the metric does is measure for how many triplets in a batch a condition for triplet loss to be zero is not satisfied (i.e., the distance between an anchor and a positive is greater than the distance between an anchor a negative with margin m).
If this value goes down, it means that fewer and fewer triplets violate triplet loss - the network is learning properly
from siamese-triplet.
huangzhenjie
commented on May 26, 2024
Excuse me. Can this value be less than 1.0? The minimum value I observed during training was 1.0. I read the code, but still can't understand. thanks.
from siamese-triplet.
Related Issues (20)
- how to classify
- Tripletloss finally returns to zero HOT 1
- #how could i reload the pre-trained
- #how could i reload the pre-trained parameters when I use siamese
- #how could i load the primary pre-trained params when I using the siamese module #
- utils.py:FunctionNegativeTripletSelector - 'anchor_positive' referenced before assignment when len(label_indices) < 2 HOT 6
- Implementation of Triplet loss on CASIA Web Face Dataset
- training
- References HOT 1
- BalancedBatchSampler: classes vs samples HOT 1
- How to use this siamese model for classification task?
- batch_szie
- batch_size
- datasets.py HOT 1
- ValueError when using BalancedBatchSampler
- I got this on cifar10 test set
- About generating all possible triplets using combinations() function HOT 1
- how tesT
- how should we use it to classify?
- Online Triplet Loss calculation
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from siamese-triplet.