What are the main challenges in real-world image recognition?
An example of an AI chatbot conversation about real-world image recognition challenges.
What are the main challenges in real-world image recognition?
Some key challenges include variations in lighting, occlusions, and diverse object appearances.
How does lighting affect image recognition accuracy?
Lighting can create shadows or highlights that obscure features, making it harder for models to identify objects.
What about occlusions? Can you give an example?
Sure! If a person is partially hidden behind an object, the model may struggle to recognize them.
Are there any solutions to these challenges?
Yes, techniques like data augmentation and using advanced neural networks can help improve accuracy.
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