autowebcompat

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[WIP] adding crawler functions to testing

13

Work in progress for #75 @marco-c Sorry for delay! I was busy in exams. So, till now what I have done is creating a class for setting up the selenium...

poush

Train a baseline classifier

12

We need to find some good options for the classifier to reach a baseline acceptable accuracy: - [x] Try vgg16, pretrained on imagenet - [x] Try vgg16, training from scratch...

marco-c

Write unit test for CouplesIterator class in utils.py

2

marco-c

Build docker images with headless browsers. Each image should expose a port through which it will receive Selenium commands. Try using https://github.com/SeleniumHQ/docker-selenium for this.

gabriel-v

We will first do it in a cron job, then we should do it on demand.

marco-c

We should prefill screenshots too. Depends on #271.

marco-c

Create a web-based tool to show predicted differences

2

The tool should be similar to the labeling tool, but only show images for which we predict there are differences. We should have a button to file an issue on...

marco-c

marco-c

Implement a DOM-based technique as a baseline

6

We should compare our technique based on CNN with a technique that doesn't use machine learning.

marco-c

Depends on #271.

marco-c