A video decoding and model inference package using YOLO, OpenCV, and PyTorch
Project description
crazy-vision
A video decoding and model inference package that utilizes YOLO, OpenCV, and PyTorch. The package provides classes for GPU/CPU video decoding, frame processing (including resizing and letterboxing), and model inference using YOLO with convenient API wrappers.
Features
- Video Decoding: Supports GPU decoding (NVDEC/CUVID) with a CPU fallback.
- Frame Processing: Resize and pad frames while preserving aspect ratio.
- Model Inference: Object tracking with YOLO, including batch processing.
- Easy Integration: Designed to be modular and extendable.
Installation
pip install crazy-vision
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