Interesting Study on Self-Supervised Learing…

Ai is now learning with images of kittens, and I really like the cats, birds and moving images examples in these slides: 

self_supervision3.pptx

The ImageNet Challenge Story … Outcomes Strong supervision:

• Features from networks trained on ImageNet can be used for other visual tasks, e.g. detection, segmentation, action recognition, fine grained visual classification

• To some extent, any visual task can be solved now by:
1. Construct a large-scale dataset labelled for that task
2. Specify a training loss and neural network architecture
3. Train the network and deploy