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Top 62 tensorrt open source projects

Tnn
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 …
Tensorflow Yolov4 Tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Tensorrt
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
flexible-yolov5
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam,dcn and so on), and tensorrt
onnx2tensorRt
tensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version
RepVGG TensorRT int8
RepVGG TensorRT int8 量化,实测推理不到1ms一帧!
yolov5 deepsort tensorrt cpp
This repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.
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
AI-LAB
This 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... 🐋🔥
TensorRT yolo3 module
You can import this module directly
TensorRT-solo-python
TensorRT for SOLO(use python)
ONNX-Runtime-with-TensorRT-and-OpenVINO
Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment
Yolov3-TensorRT-py
Yolov3 on tensorflow2.0 and tensorrt7.0
InferenceHelper
C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow
ROS-Object-Detection-2Dto3D-RealsenseD435
Use 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.
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
vs-mlrt
Efficient ML Filter Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2, and Real-CUGAN)
yolov4-triton-tensorrt
This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server
yolov5 tensorrt int8 tools
tensorrt int8 量化yolov5 onnx模型
YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
keras-tensorrt-jetson
Example of loading a Keras model into TensorRT C++ API
tensorrt-zoo
openpose, yolov3 with tiny-tensorrt
MutualGuide
Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection
mtomo
Multiple 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.
self-driving-ish computer vision system
This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT
pnn
pnn is Darknet compatible neural nets inference engine implemented in Rust.
yolov5 tensorrt int8
TensorRT int8 量化部署 yolov5s 模型,实测3.3ms一帧!
ros-yolo-sort
YOLO 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)
torch-model-compression
针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库
yolov5 tensorrt
This is the implementation that supports yolov5s, yolov5m, yolov5l, yolov5x.
isaac ros dnn inference
Hardware-accelerated DNN model inference ROS2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU
deepstream tao apps
Sample apps to demonstrate how to deploy models trained with TAO on DeepStream
TensorRT CV
🚀🚀🚀NVIDIA TensorRT 加速推断教程!
1-60 of 62 tensorrt projects