blog
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Adding Real Intelligence to Our Pipeline — YOLO on ONNX in C++, a GStreamer Plugin, and GstMeta
Wrap the standalone YOLO ONNX detector from the previous article in a GStreamer plugin, draw boxes on the video, and—the part that really matters—attach detections to each buffer with GstMeta so the rest of the pipeline can reuse them.
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Proving YOLO on ONNX in Standalone C++ — Before We Plug It Into GStreamer
A short detour between Lesson 2 and Lesson 3—export a YOLO model to ONNX, run it from C++ with ONNX Runtime, and convince yourself the boxes are right before any GStreamer code touches the problem.
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Understanding GStreamer Buffers and Plugin Development - Building Blocks for Video Analytics
Deep dive into GStreamer's core concepts as we begin building a real-time video analytics system.
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Lattice-Based Threshold Signature Schemes
An introduction to lattice-based threshold signatures, their applications, and a Python implementation.
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Introduction to Threshold Signature Schemes
An introduction to Threshold Signature Schemes and their practical applications