What You'll Learn
- Understand how to integrate Roboflow into the project workflow, leveraging its capabilities for efficient dataset management, augmentation, and optimization.
- Explore the process of collecting and preprocessing datasets of facial expressions, ensuring the data is optimized for training a YOLOv7 model.
- Dive into the annotation process, marking facial expressions on images to train the YOLOv7 model for accurate and robust emotion detection.
- Explore the end-to-end training workflow of YOLOv7 using the annotated and preprocessed dataset, adjusting parameters and monitoring model performance.
Requirements
- Access to a computer with internet connectivity.
- Basic understanding of machine learning and computer vision concepts.
Who This Course is For
- Developers interested in applying YOLOv7 for emotion detection projects.
- Students and professionals in computer vision, artificial intelligence, or human-computer interaction.
Your Instructor
ARUNNACHALAM SHANMUGARAAJAN
Guiding 100k+ Students to Excellence in Life
4.1 Instructor Rating
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116,837 Students
51 Courses
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