Real Time Object Detection And Classification

via “object detection with pre-trained cascade classifiers and dnn inference”

Comprehensive computer vision library with 2,500+ algorithms.

Unique: Unified DNN inference API abstracts model format differences (TensorFlow, PyTorch, Caffe, ONNX) behind single interface with automatic quantization and GPU offload, eliminating need for separate inference engines

vs others: Cascade classifiers are faster than YOLO for simple face detection but less accurate; DNN inference is simpler than TensorRT but 2-5x slower; better than TensorFlow Lite for desktop applications because supports larger models