hxl1990's repositories

HwVideoDec_nvidia

nvidia video decoder for tensorrt inference

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aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

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armadillo-code

Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net

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brevitas

Brevitas: quantization-aware training in PyTorch

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CelebA-Challenge

40 face attributes prediction on CelebA benchmark with PyTorch Implementation.

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CppDesignPattern

22种设计模式的C++实现

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EasyQuant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

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hard_decode_trt

Yolov5 inference on NVDec hardware decoder

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HwVideoDec-nvidia

nvidia video decoder for tensorrt inference

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LearnOpenGL-CN

http://learnopengl.com 系列教程的简体中文翻译

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llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

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MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

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mmdeploy

OpenMMLab Model Deployment Framework

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nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

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open-adas

An open source advanced driver assistance system (ADAS) that uses Jetson Nano as the hardware. Features: Traffic sign detection, Forward collision warning, Lane departure warning.

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ORB_SLAM3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

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Pangolin

Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.

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pytorch-auto-drive

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, PRNet, RESA, LSTR, BézierLaneNet...) based on PyTorch with mixed precision training

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regex-vis

🎨 Regex visualizer & editor

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RMNet

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

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self-driving-car-sim

A self-driving car simulator built with Unity

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TengineGst

TengineGst is a streaming media analytics framework, based on GStreamer multimedia framework, for creating varied complex media analytics pipelines. It ensures pipeline interoperability and provides optimized media, and inference operations using Tengine Toolkit Inference Engine backend, across varied architecture - CPU, iGPU and VPU.

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tiny-tensorrt

A simple, efficient, easy-to-use Nvidia TensorRT wrapper for CNN, support c++ and python.

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TRTorch

PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

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Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

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YOLOP

You Only Look Once for Panopitic Driving Perception.(https://arxiv.org/abs/2108.11250)

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YoLov5-TensorRT-NMS

Implement yolov5 with Tensorrt C++ api, and integrate batchedNMSPlugin. A Python wrapper is also provided.

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yolov7

🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

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