Search Results - RepositoryStats

2.1k

10.8k

apache-2.0

157

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

nvidia tensorrt inference deep-learning gpu-acceleration

Created 2019-05-02

562 commits to release/10.6 branch, last one a day ago

YOLOX Megvii-BaseDetection

2.2k

9.4k

apache-2.0

77

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

ncnn onnx yolo yolox yolov3 pytorch openvino tensorrt megengine deep-learning object-detection

Created 2021-07-17

202 commits to main branch, last one 3 months ago

jetson-inference dusty-nv

3.0k

7.8k

mit

272

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 21 days ago

tensorrtx wang-xinyu

1.8k

7.0k

mit

104

Implementation of popular deep learning networks with TensorRT network definition API

crnn detr resnet yolo11 yolov3 yolov4 yolov5 yolov7 yolov8 yolov9 arcface mnasnet tensorrt retinaface squeezenet yolov3-spp mobilenetv2 mobilenetv3 swin-transformer

Created 2019-11-25

467 commits to master branch, last one 16 days ago

boxmot mikel-brostrom

1.7k

6.7k

agpl-3.0

60

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

mot mots yolo osnet ocsort botsort tensorrt bytetrack deepocsort strongsort segmentation deep-learning improvedassociation multi-object-tracking tracking-by-detection multi-object-tracking-segmentation

Created 2020-06-26

3,219 commits to master branch, last one 2 days ago

Tengine OAID

998

4.6k

apache-2.0

229

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm cnn npu cuda mips onnx nvdla riscv x86-64 pytorch tensorrt container supperedge tensorflow machine-learning artificial-intelligence

Created 2017-12-30

695 commits to tengine-lite branch, last one about a month ago

torch2trt NVIDIA-AI-IOT

676

4.6k

mit

73

An easy to use PyTorch to TensorRT converter

pytorch tensorrt inference jetson-tx2 jetson-nano jetson-xavier classification

Created 2019-04-27

1,203 commits to master branch, last one 6 months ago

pytorch-YOLOv4 Tianxiaomo

1.5k

4.5k

apache-2.0

52

PyTorch ,ONNX and TensorRT implementation of YOLOv4

onnx yolov3 yolov4 pytorch tensorrt yolov4-tiny darknet2onnx pytorch-yolov4 darknet2pytorch

Created 2020-04-25

261 commits to master branch, last one 2 years ago

TNN Tencent

771

4.4k

other

92

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...

mnn ocr ncnn coreml pytorch tengine openvino tensorrt inference tensorflow deep-learning face-detection hairsegmentaion

Created 2020-05-29

2,511 commits to master branch, last one about a year ago

DAMO-YOLO tinyvision

477

3.8k

apache-2.0

139

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

nas onnx yolo yolov5 pytorch imagenet tensorrt damo-yolo deep-learning object-detection

Created 2022-11-27

82 commits to master branch, last one 7 months ago

lite.ai.toolkit DefTruth

696

3.6k

gpl-3.0

67

🛠 A lite C++ toolkit of awesome AI models, support ONNXRuntime, MNN, TNN, NCNN and TensorRT.

mnn tnn ncnn onnx yolox yolov5 yolov6 yolov8 tensorrt mnn-model ncnn-model onnxruntime onnxruntime-gpu robustvideomatting tensorrt-inference

Created 2021-03-22

1,399 commits to main branch, last one 9 days ago

yolov7_d2 lucasjinreal

480

3.1k

gpl-3.0

42

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

detr face onnx yolo yolox yolov6 yolov7 tensorrt detection detextron2 transformers object-detection instance-segmentation

Created 2021-06-23

270 commits to main branch, last one 2 years ago

FastDeploy PaddlePaddle

464

3.0k

apache-2.0

54

⚡️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 ...

uie onnx intel jetson kunlun yolov5 yolov8 android picodet serving openvino rockchip tensorrt graphcore onnxruntime object-detection stable-diffusion

Created 2022-06-27

2,432 commits to develop branch, last one about a month ago

mmdeploy open-mmlab

634

2.8k

apache-2.0

36

OpenMMLab Model Deployment Framework

sdk ncnn onnx pplnn pytorch openvino tensorrt deployment mmdetection onnxruntime deep-learning mmsegmentation computer-vision model-converter

Created 2021-12-24

1,094 commits to main branch, last one about a month ago

tensorRT_Pro shouxieai

549

2.6k

mit

34

C++ library based on tensorrt integration

yolox yolov5 pytorch tensorrt deep-learning object-detection

Created 2021-07-26

387 commits to main branch, last one about a year ago

TensorRT pytorch

350

2.6k

bsd-3-clause

70

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda jetson nvidia pytorch libtorch tensorrt deep-learning machine-learning

Created 2020-03-11

4,250 commits to main branch, last one a day ago

PyTorch-Tutorial-2nd TingsongYu

282

2.6k

unknown

10

《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。

llm onnx qwen yolov5 pytorch deepsort tensorrt computer-vision diffusion-models pytorch-tutorial

Created 2021-12-16

120 commits to main branch, last one 3 months ago

deepdetect jolibrain

561

2.5k

other

132

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

gpu ncnn tsne caffe pytorch xgboost rest-api tensorrt neural-nets time-series image-search deep-learning machine-learning object-detection image-segmentation tensorrt-inference tensorrt-conversion image-classification

Created 2015-05-22

3,293 commits to master branch, last one 2 days ago

GenerativeAIExamples NVIDIA

507

2.4k

apache-2.0

58

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

llm rag nemo tensorrt microservice llm-inference gpu-acceleration large-language-models triton-inference-server retrieval-augmented-generation

Created 2023-10-19

121 commits to main branch, last one 5 hours ago

YOLOv5-Lite ppogg

406

2.3k

gpl-3.0

29

🍅🍅🍅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~

mnn ncnn repvgg tflite yolov5 picodet pplcnet pytorch openvivo tensorrt mobilenet android-app onnxruntime transformer shufflenetv2

Created 2021-08-16

24 commits to master branch, last one 4 months ago

tensorflow-yolov4-tflite hunglc007

1.2k

2.2k

mit

44

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

tf2 tflite yolov3 yolov4 android tensorrt tensorflow yolov3-tiny object-detection

Created 2020-04-24

159 commits to master branch, last one 4 years ago

micronet 666DZY666

479

2.2k

mit

40

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...