Topic: tensorrt Goto Github
Some thing interesting about tensorrt
Some thing interesting about tensorrt
tensorrt,micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
User: 666dzy666
tensorrt,Adlik: Toolkit for Accelerating Deep Learning Inference
Organization: adlik
tensorrt,Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.
Organization: babitmf
Home Page: https://babitmf.github.io/
tensorrt,🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
User: codingonion
tensorrt,Add bisenetv2. My implementation of BiSeNet
User: coincheung
tensorrt,A nearly-live implementation of OpenAI's Whisper.
Organization: collabora
tensorrt,Stable diffusion webui based on diffusers.
User: ddpn08
Home Page: https://ddpn08.github.io/Radiata/
tensorrt,YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
Organization: deepcam-cn
tensorrt,PyTorch Project Specification.
Organization: deepvac
tensorrt,Deep learning gateway on Raspberry Pi and other edge devices
Organization: dt42
tensorrt,Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
User: dusty-nv
Home Page: https://developer.nvidia.com/embedded/twodaystoademo
tensorrt,computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)
User: enpeizhao
tensorrt,High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
User: geekalexis
tensorrt,YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.
User: gumpest
tensorrt,YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
User: hunglc007
Home Page: https://github.com/hunglc007/tensorflow-yolov4-tflite
tensorrt,TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
User: jkjung-avt
Home Page: https://jkjung-avt.github.io/
tensorrt,Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Organization: jolibrain
Home Page: https://www.deepdetect.com/
tensorrt,tensorrt for yolo series (YOLOv8, YOLOv7, YOLOv6, YOLOv5), nms plugin support
User: linaom1214
tensorrt,🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
User: lucasjinreal
tensorrt,NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
User: marcoslucianops
tensorrt,YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Organization: megvii-basedetection
tensorrt,BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
User: mikel-brostrom
tensorrt,TensorFlow models accelerated with NVIDIA TensorRT
Organization: nvidia-ai-iot
tensorrt,An easy to use PyTorch to TensorRT converter
Organization: nvidia-ai-iot
tensorrt,Real-time pose estimation accelerated with NVIDIA TensorRT
Organization: nvidia-ai-iot
tensorrt,Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Organization: nvidia
Home Page: https://nvidia.github.io/GenerativeAIExamples/latest/index.html
tensorrt,Fast and accurate object detection with end-to-end GPU optimization
Organization: nvidia
tensorrt,NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
Organization: nvidia
Home Page: https://developer.nvidia.com/tensorrt
tensorrt,Tengine is a lite, high performance, modular inference engine for embedded device
Organization: oaid
tensorrt,OpenMMLab Model Deployment Framework
Organization: open-mmlab
Home Page: https://mmdeploy.readthedocs.io/en/latest/
tensorrt,⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
Organization: paddlepaddle
Home Page: https://www.paddlepaddle.org.cn/fastdeploy
tensorrt,PaddleSlim is an open-source library for deep model compression and architecture search.
Organization: paddlepaddle
Home Page: https://paddleslim.readthedocs.io/zh_CN/latest/
tensorrt,🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~
User: ppogg
tensorrt,PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
Organization: pytorch
Home Page: https://pytorch.org/TensorRT
tensorrt,A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
Organization: roboflow
Home Page: https://inference.roboflow.com
tensorrt,C++ library based on tensorrt integration
User: shouxieai
tensorrt,TNN: 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 performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.
Organization: tencent
tensorrt,Library for Fast and Flexible Human Pose Estimation
Organization: tensorlayer
Home Page: https://hyperpose.readthedocs.io
tensorrt,A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
User: theaiguyscode
tensorrt,PyTorch ,ONNX and TensorRT implementation of YOLOv4
User: tianxiaomo
tensorrt,DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
Organization: tinyvision
tensorrt,PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
User: voldemortx
tensorrt,Implementation of popular deep learning networks with TensorRT network definition API
User: wang-xinyu
tensorrt,Deploy your model with TensorRT quickly.
User: zerollzeng
tensorrt,yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.
User: zhiqwang
Home Page: https://zhiqwang.com/yolort
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