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Real-time Object Detection: Lessons from Building a Low-Latency PipelinePractical experiences in building a low-latency real-time Object Detection pipeline, from handling initial blocking issues to a stable streaming architecture.
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Optimizing PyTorch Data Pipelines: From Bottlenecks to 39× SpeedupsAn examination of how data pipeline design impacts PyTorch training performance, supported by simple experiments and benchmarks.
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Inside the ESP32: Architecture & Firmware AnalysisA deep-dive journey inside the ESP-WROOM-32 chip, exploring the Xtensa CPU, memory architecture, and how to reverse-engineer firmware to uncover its secrets.
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From Camera to Ethernet: A Journey into NetworkingA real-world story of connecting a camera and a PC via Ethernet, exploring concepts from PoE and static IP to turning a laptop into a DHCP server.
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Inside CUDA: Performance EngineeringDive deeper into CUDA to uncover the principles and practices behind high-performance GPU computing.
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Hello CUDA!Learn about GPU architecture and the CUDA model to understand how parallel hardware operates and optimize performance.
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