Tuned Hyperparameters
Though the papers don’t provide any information on the hyperparameters used for training the models (such as regularization, learning rate and the batch size), the parameters listed in the configuration files on the official repo were good starting points and using cross validation we adjusted them to their optimal values. All the above gave us a significant boost over the baseline SSD configuration.
Data Augmentation