Few-Shot_Domain_Adaptative_Object_Detection_via_Adversarial_Learning

Master-Thesis at Bosch

Model

Few-shot DA-OD Model

Results

1. DA from CityScapes to FoggyCityScapes: Reduce the domain-shift caused by Fog.

DA from CityScapes to FoggyCityScapes DA from CityScapes to FoggyCityScapes

2. DA from Sim10K to CityScapes: Reduce the domain-shift caused by Simulation-Effect.

DA from Sim10K to CityScapes

3. DA from Udacity to CityScapes: Reduce the domain-shift caused by different Camera-Settings.

DA from Udacity to CityScapes

TO DO

Code