kaorumuta / isic2016_challenge Goto Github PK
View Code? Open in Web Editor NEWISIC2016challenge
ISIC2016challenge
Hello, KaoruMuta. Thx for your very nice project on the ISIC 2016 dataset. I have been working on using my own CNN architecture to test on ISIC 2016 dataset. Therefore, I can not use the pre-trained weights from the ImageNet dataset. I did experiments by comparing using or not using pre-trained weight of ResNet50 on ISIC 2016 dataset, while the difference is very large (not using pre-trained weight is much worse). Have you ever tried this before? I think I should first use non-pre-trained ResNet50 with the training parameter settings to get good results on this dataset, and then I can use my own designed architecture. I meet this problem now, could you please give me some suggestions.
Your open source content is very good. but I met some questions when I try to run the program according to your instructions,I find that my results are generally different from any experimental results in your result directory. I run the train_ISIC2016.py program with trainModel、 batchSize = 32、trainingEpochs=20、 plt、 cutout and focal settings.Some of the results are as follows:
accuracy.txt
I don't know what the problem is, so can you give me some advice? Thank you very much!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.