Initial release

Solution

The solution includes an efficient model architecture and a multi-stage training pipeline for spotting the instances of passes and drives occurring in soccer videos.

Key points:

• Efficient model architecture for extracting information from video data
• Multi-stage training pipeline (transfer learning, fine-tuning with long sequences)
• Fast video loading pipeline for training (GPU decoding, no need for preprocessing with extracting images)