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Source channel @githubtrending · Post #15239 · Oct 21

#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering. https://github.com/harvard-edge/cs249r_book

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@kejiqu · Post #3599 · 06/25/2025, 08:59 AM

PNG 图片标准时隔 20 多年正式更新第三版:HDR、动图、Exif 支持等 PNG(Portable Network Graphics)第三版标准于6月24日正式发布,并被标记为 W3C 推荐标准。该标准旨在改进动图功能,支持高动态范围(HDR)图像,并整合自第二版以来报告的错误修复。新版本核心规范增加了广泛采用的 Animated PNG(APNG)动图格式。APNG 在 2004 年和 2005 年期间被创建并完善,但此前曾被 PNG 开发组拒绝。第三版规范使 APNG 规范与过去十年的内容和实现保持一致。此外,PNG 第三版还新增了 HDR 支持,添加 cICP 块用于包含图像格式元数据,使 PNG 能够包含 HDR 和广色域(WCG)图像。此前定义的 Exif 内容也被移至规范的主体部分。IT之家 | W3C 🏷#PNG#APNG#HDR 📢频道👥群组📝投稿