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add yolov8 mask support, improve mask processing speed by 4-5x #1039

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Jun 2, 2024
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Binary file added demo/demo_data/prediction_visual.png
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69 changes: 26 additions & 43 deletions demo/inference_for_mmdetection.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -49,7 +49,7 @@
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Expand All @@ -76,7 +76,7 @@
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Expand Down Expand Up @@ -106,7 +106,7 @@
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Expand Down Expand Up @@ -137,7 +137,7 @@
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Expand All @@ -153,7 +153,7 @@
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Expand All @@ -169,7 +169,7 @@
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Expand All @@ -179,7 +179,7 @@
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Expand All @@ -206,7 +206,7 @@
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Expand Down Expand Up @@ -237,7 +237,7 @@
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Expand All @@ -247,7 +247,7 @@
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Expand All @@ -274,7 +274,7 @@
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Expand All @@ -283,20 +283,20 @@
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"ObjectPrediction<\n",
" bbox: BoundingBox: <(448, 310, 494, 340), w: 46, h: 30>,\n",
" mask: <sahi.annotation.Mask object at 0x7f64434e96d0>,\n",
" mask: <sahi.annotation.Mask object>,\n",
" score: PredictionScore: <value: 0.9975390434265137>,\n",
" category: Category: <id: 2, name: car>>"
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Expand All @@ -314,7 +314,7 @@
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Expand Down Expand Up @@ -401,7 +401,7 @@
" 'area': 1199}"
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Expand All @@ -419,7 +419,7 @@
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Expand Down Expand Up @@ -536,7 +536,7 @@
" 'area': 1118}"
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Expand All @@ -554,16 +554,16 @@
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Expand All @@ -581,7 +581,7 @@
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Expand All @@ -604,7 +604,7 @@
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Expand All @@ -629,7 +629,7 @@
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Expand All @@ -656,7 +656,7 @@
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Expand Down Expand Up @@ -759,26 +759,9 @@
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Expand Down
549 changes: 434 additions & 115 deletions demo/inference_for_yolov8.ipynb

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