This repository aggregates publicly available YOLO object detection implementations and datasets. It covers implementations across dozens of frameworks (PyTorch, TensorFlow, Caffe, PaddlePaddle, Rust, Go, and more) and deployment engines (TensorRT, ONNX, DeepStream, OpenVINO, NCNN, MNN). The list also includes hardware-specific deployments for NPU and FPGA, making it a comprehensive reference for practitioners working on real-time object detection systems.