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Ben-Salmon committed Aug 23, 2024
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4 changes: 2 additions & 2 deletions 04_DenoiSplit/solution.ipynb
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"<div class=\"alert alert-block alert-warning\">\n",
" <h3>Questions:</h3>\n",
" 1) When is it relatively easy to split the two structures from the input?<br>\n",
" 2) Why can you might see the grid-like artifacts and what can be done to mitigate this?<br>\n",
" 2) Why might you see the grid-like artifacts and what can be done to mitigate this?<br>\n",
"</div>\n"
]
},
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"<div class=\"alert alert-block alert-warning\">\n",
" <h3>Answers:</h3>\n",
" 1) When there is less noise. Then things are more clearly present in the input. And, when the two structures are very different. It is easy to separate lines from dots. (CCP vs ER). <br>\n",
" 2) These are tiling artifacts, where the network assigns different background levels to neighboring patches. This becomes more prominent when the structures have haze. One way is to sample more often</li>\n",
" 2) These are tiling artifacts, where the network assigns different background levels to neighboring patches. This becomes more prominent when the structures have haze. One way is to include more samples in the mmse.</li>\n",
"</div>"
]
},
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