PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool. - ppq/ppq/samples/TensorRT/trt_infer.py at master · OpenPPL/ppq
trt_yolov8_infer_example是一种基于手写AI的infer模块,可以使用ffmpeg进行拉流解码,并将其送入trt_yolov8进行目标检测。该模块支持cuda硬件编解码,可以在GPU上进行高效的图像处理。在进行目标检测后,该模块可以将渲染后的画面推流输出,以便用户进行实时监控和分析。该模块的高效性和实时性使其在视频监控、智能交通等...
### Load TensorRT enginetrt_logger = trt.Logger(trt.Logger.INFO) runtime = trt.Runtime(trt_logger)withopen(ENGINE_PATH,"rb")asf: engine= runtime.deserialize_cuda_engine(f.read())And infer is definfer(img): bindings = [int(devide_in),int(devide_out)] np.copyto(host...
◆ TrtEngine() [2/2]nvdsinfer::TrtEngine::TrtEngine ( UniquePtrWDestroy< nvinfer1::ICudaEngine > && engine, const SharedPtrWDestroy< nvinfer1::IRuntime > & runtime, int dlaCore = -1, const std::shared_ptr< DlLibHandle > & dlHandle = nullptr, nvinfer1::IPluginFactory * ...
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥 - RT-DETR/benchmark/trtinfer.py at main · lyuwenyu/RT-DETR