Image Classification
Image Classification problem: Assign a label (from a fixed set of categories) to an input image.
Some challenges with this:
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Viewpoint variation 
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Scale variation 
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Deformation 
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Occlusion 
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Illumination conditions 
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background clutter (i.e. object blending with environment) 
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Intra-class variation (ex: chair) 