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Show HN: My compact, bio inspired distributed edge detection algorithm

Hi HN, I've been working on a bio / visual cortex inspired edge detection algorithm. I released a preliminary version a couple of months ago, and I've been improving it since. Benchmark scores currently sit midway between old-school (Canny, Sobel), and modern deep nets, while having the former's interpretability. I'm planning to develop this further for downstream use cases, maybe try to improve FPS for video and performance on different hardware. For anyone interested in a collaboration you can

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原始网页截图: Show HN: My compact, bio inspired distributed edge detection algorithm
原始网页截图 · news.ycombinator.com

来源记录

指标快照

points · 3 votes
2026-11-09 06:15:25.067Z
cumulative since publication

研究分析

项目记录

仓库:RenderBear/haci。 来源描述:Hi HN, I've been working on a bio / visual cortex inspired edge detection algorithm. I released a preliminary version a couple of months ago, and I've been improving it since. Benchmark scores currently sit midway between old-school (Canny, Sobel), and modern deep nets, while having the former's interpretability. I'm planning to develop this further for downstream use cases, maybe try to improve FPS for video and performance on different hardware. For anyone interested in a collaboration you can

采用记录与比较对象

来源票数: 3 votes (2026年11月9日 UTC; cumulative since publication) 可供比较的近期同类记录:“Show HN: FELF – AppImage-like single binaries without FUSE, root, or a runtime” (Show HN, 2026年11月8日);“Show HN: After decades, I have my almost perfect music player” (Show HN, 2026年11月8日)。主题相近仅用于导航,未核验其是否属于同一需求或独立证据。

采用判断

应与它要替代的工具或人工流程比较。现有记录支持发现项目,尚不能确认可靠性、运行成本优势或商业采用。

尚未核验的门槛

尚未核验:许可证权限、硬件要求、安装步骤、维护状态,以及包含失败样例的代表性任务。

下一步试验

选择一个真实任务和现有替代方案,记录 commit、环境、输入、输出、耗时与失败行为;保留结果后再给出采用建议。