Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
- Start
- Gameplan
- How it Works
- Tutorial Start
- 1. Install and Import Dependencies
- 2. Detect Face, Hand and Pose Landmarks
- 3. Extract Keypoints
- 4. Setup Folders for Data Collection
- 5. Collect Keypoint Sequences
- 6. Preprocess Data and Create Labels
- 7. Build and Train an LSTM Deep Learning Model
- 8. Make Sign Language Predictions
- 9. Save Model Weights
- 10. Evaluation using a Confusion Matrix
- 11. Test in Real Time
- BONUS: Improving Performance
- Wrap Up
Nicholas Renotte
Get personalized course recommendations, track subjects and courses with reminders, and more.
