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README.md
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@@ -160,7 +160,7 @@ In the first image, the model incorrectly detects a vehicle where there is actua
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The second model identifies a bike lane where the road marking appears to be a bus lane. This suggests that the model has difficulty distinguishing between different types of lane markings, especially when they share similar visual patterns.
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These errors highlight an important limitation
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The second model identifies a bike lane where the road marking appears to be a bus lane. This suggests that the model has difficulty distinguishing between different types of lane markings, especially when they share similar visual patterns.
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These errors highlight an important limitation, the model relies heavily on visual similarity rather than deeper contextual understanding. Since the dataset contains limited variation and strong class imbalance, the model may generalize incorrectly when encountering unfamiliar scenes.
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