Object Detection and Real-time Inference
14 repos
Deep learning frameworks and deployment tools for real-time object detection, primarily using YOLO and similar models across PyTorch, TensorFlow, and TensorRT backends. The cluster spans model training and optimization (YOLOX, D-FINE), inference acceleration on edge hardware (TensorRT, OpenVINO), and production deployment patterns including ROS integration and DeepStream pipelines. Most repositories are Python-based tooling and examples, with supporting C++ inference engines for performance-critical components.
Python · 9
C++ · 3
tensorrt ·34,188
pytorch ·28,322
yolov3 ·27,006
object-detection ·25,131
openvino ·21,760
deep-learning ·21,713
ncnn ·21,510
yolov4 ·18,575
onnx ·15,128
yolo ·12,909
