Torch2trtAn easy to use PyTorch to TensorRT converter
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Jetson InferenceHello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
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Tensorflow Yolov4 TfliteYOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
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smart-social-distancingSocial Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
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yolov5 deepsort tensorrt cppThis repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.
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DeepdetectDeep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
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flexible-yolov5More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam,dcn and so on), and tensorrt
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pnnpnn is Darknet compatible neural nets inference engine implemented in Rust.
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TensorRT CV🚀🚀🚀NVIDIA TensorRT 加速推断教程!
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TnnTNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and …
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BerrynetDeep learning gateway on Raspberry Pi and other edge devices
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installROSInstall ROS Melodic on NVIDIA Jetson Development Kits
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Pytorch Yolov4PyTorch ,ONNX and TensorRT implementation of YOLOv4
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yolov5 tensorrtThis is the implementation that supports yolov5s, yolov5m, yolov5l, yolov5x.
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nvidia-jetson-rtReal-Time Scheduling with NVIDIA Jetson TX2
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TensorRT-LPR车牌识别,基于HyperLPR实现,修改模型调用方法,使用caffe+tensorRT实现GPU加速,修改了车牌检测模型
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deepstream tao appsSample apps to demonstrate how to deploy models trained with TAO on DeepStream
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InsightFace-RESTInsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.
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InferenceHelperC++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow
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jetsonUtilitiesGet information about the NVIDIA Jetson OS environment. Lists L4T and JetPack versions, along with major libraries.
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YOLOXYOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
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TengineTengine is a lite, high performance, modular inference engine for embedded device
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ros-yolo-sortYOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)
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self-driving-ish computer vision systemThis project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT
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TensorrtxImplementation of popular deep learning networks with TensorRT network definition API
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deepvacPyTorch Project Specification.
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TensorrtTensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
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gpuGraphTXSimple moving graph of GPU activity for the Jetson TX1 and Jetson TX2
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Torch-TensorRTPyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
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DLARMDLARM: Dissertation for Computer Science Masters Degree at UFRGS
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onnx2tensorRttensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version
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tensorrt-examplesTensorRT Examples (TensorRT, Jetson Nano, Python, C++)
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YOLOPYou Only Look Once for Panopitic Driving Perception.(https://arxiv.org/abs/2108.11250)
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isaac ros dnn inferenceHardware-accelerated DNN model inference ROS2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU
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AI-LABThis repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥
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tensorRT ProC++ library based on tensorrt integration
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trt pose handReal-time hand pose estimation and gesture classification using TensorRT
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MutualGuideLocalize to Classify and Classify to Localize: Mutual Guidance in Object Detection
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ROS-Object-Detection-2Dto3D-RealsenseD435Use the Intel D435 real-sensing camera to realize object detection based on the Yolov3-5 framework under the Opencv DNN(old version)/TersorRT(now) by ROS-melodic.Real-time display of the Pointcloud in the camera coordinate system.
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yolov4 trt rosYOLOv4 object detector using TensorRT engine
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installACMModuleInstall the CDC ACM and USB to Serial Modules for the Jetson TX1 or Jetson TX2 Development Kit
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flexinferA flexible Python front-end inference SDK based on TensorRT
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tensorrt-zooopenpose, yolov3 with tiny-tensorrt
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mtomoMultiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.
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mediapipe plusThe purpose of this project is to apply mediapipe to more AI chips.
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Deepstream ProjectThis is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.
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