Comments (4)
Yes, thanks for your excellent work. I will focus on RandWireNN+FasterRCNN.
from randwirenn.
Hi, @xiaozhuka
I'm not sure what you're talking about. Could you elaborate more on that, please? Thanks in advance.
from randwirenn.
Hi @seungwonpark , At the end of the RandWireNN paper, faster rcnn + FPN + RandWireNN is used for detection.
COCO object detection. Finally, we report the transferability results by fine-tuning the networks for COCO object detection [25]. We use Faster R-CNN [35] with FPN [24] as the object detector. Our fine-tuning is based on 1× setting of the publicly available Detectron [9]. We simply replace the backbones with those in Table 3 (regular regime).
from randwirenn.
Oh, yes - I’m already aware of that section, but thanks for pointing it out.
One of the future plans for this repo is to complete the rest part of the paper. However, I thought it would be better to pre-release this repo since:
- it’ll benefit researchers who are planning to test the RandWireNN as a backbone for other tasks using ResNet
- honestly, I do not know well about topics in CV yet. So it’ll take much time to test RandWireNN with Faster R-CNN for me.
Again, thanks for your concern about this. Will this be an answer for your question?
from randwirenn.
Related Issues (13)
- Is it available to initial the weight zero? HOT 2
- How to change the output channels? HOT 4
- Change train/evaluation process & learning rate scheduler HOT 2
- in_degree and out_degree HOT 5
- Experiment setups? HOT 2
- accuracy
- how to get the neural network diagram HOT 1
- NodeOp should not have agg. weight when input_node
- Performance Gap
- a better implementation HOT 1
- How long to train an epoch? HOT 3
- Critical: node index assignment of BA, WS should not be completely random
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 randwirenn.