Recent
Mobstr Logbook Part 3: RTSP Streaming and Real-Time Object Detection
·6 mins
Replacing custom RTP code with LIVE555 and running RF-DETR on the stream in real time.
Mobstr Logbook Part 2: Latency Struggles and UI Improvements
·4 mins
Making the Android app actually usable.
Mobstr Logbook Part 1: What is Mobstr? A Proof of Concept.
·7 mins
The first installment of a series documenting the development of my new project.
Neural Network Quantization Explained: FP16, INT8, PTQ and QAT
A visual guide to neural network quantization, from floating-point formats and affine quantization to PTQ, QAT and a MobileNetV2 benchmark.