1adrianb / 1adrianb/face-alignment

SFD speed ?

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#102 4 則留言 0 個 reaction 已指派 0 人 在 GitHub 檢視
主要語言
Python
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分支
1.4k
PR 合併指標
30 天內沒有已合併 PR

描述

Nice move to include SFD detector!
How fast is your PyTorch version of SFD? I remember trying some earlier port of SFD to PyTorch and it was ~10x slower than original Caffe implementation.

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研究方向

The issue asks about the speed of the PyTorch SFD detector compared to the original Caffe version. Start by locating the SFD detector implementation in the codebase, likely in a module like `face_alignment/detection/sfd`. Run benchmark tests to measure inference time, comparing against any available Caffe baseline or reported figures. Check for existing performance profiling scripts or consider writing a simple timing script that uses the detector on sample images. 'Done' would be a clear report of the current speed and identification of any bottlenecks.

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評估

技術堆疊
python, pytorch
領域
performance
Issue 類型
缺陷
難度
4/5
預估耗時
3-5 天
活躍度
停滯
描述清晰度
基本清楚
新手友好度
35/100

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