lyft-level5-eda-training-inference.ipynb - Kaggle notebook with detailed explanation about the competition including EDA, training and inference.
Updates
(02/10/2020) V4 Lyft_L5_V4_448x448.ipynb
- Added LR schedular.
- Using latest version of l5kit (1.1.0)
(27/09/2020) V3 Lyft_L5_V3_448x448.ipynb
- transform the targets to image coordinates.
- Using l5kit version 1.0.6.
(19/10/2020) V5 Lyft_L5_V5_448x448 + KerasTuner.ipynb
- Using Keras, Tensorflow with KerasTuner and GradientTape for custom training.
- Using L5kit version 1.1.0