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NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
Created
2019-05-02
562 commits to release/10.6 branch, last one 15 days ago
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Created
2021-07-17
203 commits to main branch, last one a day ago
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Created
2016-07-30
2,236 commits to master branch, last one about a month ago
Implementation of popular deep learning networks with TensorRT network definition API
Created
2019-11-25
467 commits to master branch, last one about a month ago
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
Created
2020-06-26
3,242 commits to master branch, last one a day ago
Tengine is a lite, high performance, modular inference engine for embedded device
Created
2017-12-30
695 commits to tengine-lite branch, last one 2 months ago
An easy to use PyTorch to TensorRT converter
Created
2019-04-27
1,203 commits to master branch, last one 6 months ago
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Created
2020-04-25
261 commits to master branch, last one 2 years ago
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 cr...
Created
2020-05-29
2,511 commits to master branch, last one about a year ago
DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
Created
2022-11-27
82 commits to master branch, last one 8 months ago
🛠 A lite C++ toolkit of 100+ awesome AI models, support ONNXRuntime, MNN, TNN, NCNN and TensorRT.
Created
2021-03-22
1,399 commits to main branch, last one 24 days ago
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
Created
2021-06-23
270 commits to main branch, last one 2 years ago
⚡️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 ...
Created
2022-06-27
2,438 commits to develop branch, last one 6 hours ago
OpenMMLab Model Deployment Framework
Created
2021-12-24
1,094 commits to main branch, last one about a month ago
C++ library based on tensorrt integration
Created
2021-07-26
387 commits to main branch, last one about a year ago
《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。
Created
2021-12-16
121 commits to main branch, last one 13 days ago
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
Created
2020-03-11
4,264 commits to main branch, last one a day ago
Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Created
2015-05-22
3,296 commits to master branch, last one 12 days ago
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Created
2023-10-19
126 commits to main branch, last one 4 days ago
🍅🍅🍅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~
Created
2021-08-16
24 commits to master branch, last one 5 months ago
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Created
2020-04-24
159 commits to master branch, last one 4 years ago
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-Ari...
bnn
twn
onnx
dorefa
pruning
pytorch
tensorrt
xnor-net
quantization
network-slimming
group-convolution
model-compression
network-in-network
tensorrt-int8-python
convolutional-networks
neuromorphic-computing
integer-arithmetic-only
batch-normalization-fuse
post-training-quantization
quantization-aware-training
Created
2019-12-04
295 commits to master branch, last one 3 years ago
computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)
Created
2021-11-22
145 commits to main branch, last one 7 months ago
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
Created
2021-04-26
135 commits to master branch, last one 6 months ago
A nearly-live implementation of OpenAI's Whisper.
Created
2023-05-04
450 commits to main branch, last one a day ago
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
Created
2019-05-19
436 commits to master branch, last one 3 months ago
Deep learning gateway on Raspberry Pi and other edge devices
Created
2017-04-27
387 commits to master branch, last one 2 years ago
PaddleSlim is an open-source library for deep model compression and architecture search.
Created
2019-12-16
1,245 commits to develop branch, last one a day ago
NVIDIA DeepStream SDK 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
Created
2020-03-31
198 commits to master branch, last one 6 days ago
Add bisenetv2. My implementation of BiSeNet
Created
2018-11-29
61 commits to master branch, last one about a month ago