Image recognition : the robot who recognizes dogs
The first experience is about image recognition capacity : categorize an image.
We had to find a relevant example and a big source of images in order to test the automation and obtain realistic statistics.
The simple idea is to ask instagram regularly and check under the hashtag #dogs if photos really contain dogs.
Conversation with itself: can GPT-2 be an author?
The purpose As I was playing manually with GPT-2 text generator. After a while (10 loops) and whatever the startpoint was, the model leads often to discussions about sports, politics, war, murders. One goal of the experience is running this process thousands of times and generate small texts (20 sentences) to show/notice the existence of biases.
A secondary goal could be to point out how those tools are not harmless.