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My Tech Chronicles

Deep Learning, Security, Cryptography, and Blockchain Insights


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.

12 min read   ·   2026

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.

11 min read   ·   2026

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.

10 min read   ·   2025

Lattice-Based Threshold Signature Schemes

An introduction to lattice-based threshold signatures, their applications, and a Python implementation.

5 min read   ·   2024

Introduction to Threshold Signature Schemes

An introduction to Threshold Signature Schemes and their practical applications

10 min read   ·   2024

Introduction to Secret Sharing

An introduction to Shamir's Secret Sharing and its applications

9 min read   ·   2024

Getting Started with GStreamer Development – A Beginner’s Guide

An introduction to GStreamer for building multimedia applications.

16 min read   ·   2024