Comments (1)
Thanks.
The reason is to improve the interpretability of the model. Without bounding boxes, a bird in this dataset might be quite small in the image and the whole (or most of the) bird might end up in one single patch. To visually distinguish between prototypical parts in a bird and hence improve the interpretability, we therefore projected the latent prototypes onto cropped images. Note that this is only done for the projection step, since bounding boxes are not needed for testing and using the model.
from prototree.
Related Issues (14)
- Upsample issue multiple bounding boxes HOT 1
- is finetuning avaliable? HOT 1
- Model inference question
- connect to swin transformer
- Why is the preprocessed Stanford cars dataset only consisting of training set and testing set without projecting set, nor does it have a train_crop?
- Using proto tree for multi label classification HOT 1
- Training time HOT 3
- My final acc is only 76% HOT 2
- Acc lower than paper claims HOT 4
- Accuracy of non-iNat Networks HOT 2
- The requested URL /internal/car196/cars_train.tgz was not found on this server. HOT 1
- Model can not be loaded HOT 1
- Accuracy of Prototree ensemble 5 HOT 1
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 prototree.