Evision: An Evolving Elixir Library for Computer Vision Tasks
summary
Evision now integrates with Nx, Kino and Livebook and ships precompiled binaries for Linux macOS and Windows with optional CUDA 11.1/11.4/11.8 support, and supports OpenCV contrib CUDA modules for GPU ops. The library exposes 5 Kino widgets (one bundles 6 neural tasks), a model zoo with CPU/OpenCL/CUDA targets, and a live demo shows solving a photographed Sudoku using a trained MNIST model that reaches 96% accuracy after preprocessing and perspective correction.
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chapters (8)
- 0:00Introduction and setup
- 4:04Neural network integration
- 5:11Model zone features
- 8:32Parameter configuration
- 10:00OpenCL and CUDA processing
- 12:05GPU computation workflow
- 14:06Sudoku puzzle example
- 22:15Q&A and future plans
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