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0x31

So You Want Low-Latency Object Detection

How a 3-second lag taught me everything I didn't know about real-time video pipelines.

  • #computer-vision
  • #systems

0xA7

Optimizing PyTorch Data Pipelines: From Bottlenecks to 39× Speedups

I went to revisit the PyTorch training loop, and ended up chasing a bottleneck that had nothing to do with the model.

  • #pytorch
  • #performance
  • #optimization

0x2E

I Tried to Plug a Camera into My Laptop. It Turned into a Networking Lesson

What started as a simple attempt to connect a camera over Ethernet turned into a hands-on lesson in PoE, static IPs, DHCP, and packet capture.

  • #networking