Keep Sharp

Log of Setting Up Deep Learning Environment in Ubuntu14.04

[Hardware] Beginner's Configurations

  • EVGA Nvidia Graphics Card variation explaination

    • ACX 2.0+: advanced air cooling system
    • SC: slightly super clocked
    • Classified/FTW: highest super clocked
    • Hybrid: water loop cooling system
    • BP: pure esthetic considerations, black plate
    • K|NGP|N: pre-binned gpu
    • ideal options: GTX980Ti ACX 2.0+; GTX980Ti SC ...

Domain adaptation with caffe features (Experiment)

Concepts

While most images for training are produced with high quality using digital cameras, maybe with label, the domain of interests in real world could differ in some combination of factors, including scene, intra-category variation, object location and pose..., maybe without label, domain adaption algorithms is trying to minimize this ...