tensorrt

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ultralytics / yolov5

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

computer-vision deep-learning inference pytorch yolo image-classification object-detection tensorrt instance-segmentation model-training coreml onnx model-export tflite yolov5 ultralytics

Updated Aug 24, 2026
Python

ultralytics / yolov3

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PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.

computer-vision deep-learning inference pytorch yolo object-detection tensorrt model-training coreml onnx model-export yolov3 edge-ai ultralytics

Updated Aug 20, 2026
Python

dusty-nv / jetson-inference

Star

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

Updated Oct 16, 2025
C++

Megvii-BaseDetection / YOLOX

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

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

Updated Jun 8, 2025
Python

NVIDIA / TensorRT

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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.

deep-learning inference nvidia gpu-acceleration tensorrt

Updated Aug 17, 2026
C++

mikel-brostrom / boxmot

Sponsor

Star

BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes

machine-learning deep-learning yolo segmentation multi-object-tracking mot tensorrt tracking-by-detection mots multi-object-tracking-segmentation bytetrack strongsort ocsort botsort deepocsort boosttrack oriented-bounding-box-tracking

Updated Aug 23, 2026
Python

wang-xinyu / tensorrtx

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Implementation of popular deep learning networks with TensorRT network definition API

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

Updated Aug 18, 2026
C++

Tianxiaomo / pytorch-YOLOv4

Star

PyTorch ,ONNX and TensorRT implementation of YOLOv4

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

Updated Jun 19, 2024
Python

hunglc007 / tensorflow-yolov4-tflite

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

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

Updated May 12, 2024
Python

NVIDIA / GenerativeAIExamples

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

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

Updated Aug 20, 2026
Jupyter Notebook

OAID / Tengine

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

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

Updated Mar 6, 2025
C++

xlite-dev / lite.ai.toolkit

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A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion.

tensorrt mnn ncnn onnx onnxruntime yolov5 tnn mnn-model yolox robustvideomatting yolov6 stable-diffusion yolov8 facefusion

Updated Mar 19, 2026
C++

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 …