Tested and compared multiple AI models to see which performs best with DonkeyCar.
Models Compared
- Convolutional Neural Networks (CNN): Baseline model, good for image processing.
- Long Short-Term Memory (LSTM): Added memory element, good for sequential data.
- Hybrid CNN-LSTM: Combined model with strong real-time tracking capabilities.
The hybrid model showed the best balance of performance and accuracy.
'Donkey Car' 카테고리의 다른 글
| 71. Upgrading DonkeyCar’s Hardware for Better Performance (0) | 2024.10.29 |
|---|---|
| 70. Integrating DonkeyCar with Cloud-Based AI Tools (0) | 2024.10.29 |
| 68. Exploring Reinforcement Learning for DonkeyCar (0) | 2024.10.29 |
| 67. Analyzing DonkeyCar’s Real-Time Sensor Data (0) | 2024.10.28 |
| 66. Fine-Tuning DonkeyCar’s Model with TensorFlow (0) | 2024.10.28 |