Antal.AI Blog
Computer vision notes, synthetic training-data experiments, and practical AI workflows from my own projects.
Training a proctoring classifier with synthetic webcam images
17,280 images generated from text prompts, a multihead model, and what a strong synthetic validation score missed in real-world testing.
Building OpenCV 5 as a Static C++ WebAssembly Library with Emscripten
A practical guide for compiling OpenCV 5 to static WebAssembly-ready C++ libraries with Emscripten, SIMD and pthreads.
Synthetic DMS Training Data Generation with Video Models
A practical experiment in generating realistic Driver Monitoring System videos together with semantic and instance segmentation masks.