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The Top 10 Tensorrt Open Source Projects

Open source projects categorized as Tensorrt

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Megvii-BaseDetection/YOLOX ⭐ 8,759

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

dependent packages 0 total releases 0 most recent commit over 2 years ago

NVIDIA/TensorRT ⭐ 8,557

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

dependent packages 0 total releases 0 most recent commit over 2 years ago

dusty-nv/jetson-inference ⭐ 7,038

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

dependent packages 0 total releases 0 most recent commit over 2 years ago

wang-xinyu/tensorrtx ⭐ 6,315

Implementation of popular deep learning networks with TensorRT network definition API

dependent packages 0 total releases 0 most recent commit over 2 years ago

OAID/Tengine ⭐ 4,452

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

dependent packages 0 total releases 0 most recent commit over 2 years ago

Tianxiaomo/pytorch-YOLOv4 ⭐ 4,340

PyTorch ,ONNX and TensorRT implementation of YOLOv4

dependent packages 0 total releases 0 most recent commit over 2 years ago

NVIDIA-AI-IOT/torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

dependent packages 0 total releases 0 most recent commit over 2 years ago

Tencent/TNN ⭐ 4,210

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 effo...

dependent packages 0 total releases 0 most recent commit over 2 years ago

tinyvision/DAMO-YOLO ⭐ 3,598

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

dependent packages 0 total releases 0 most recent commit almost 3 years ago

lucasjinreal/yolov7_d2 ⭐ 3,124

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

dependent packages 0 total releases 0 most recent commit over 2 years ago

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