tensorrt

There are 652 repositories under tensorrt topic.

  • YOLOv5-Multibackbone-Compression

    YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.

    Language:Python977

  • trt_pose

    Real-time pose estimation accelerated with NVIDIA TensorRT

    Language:Python957

  • Stable-Diffusion-NCNN

    Stable Diffusion in NCNN with c++, supported txt2img and img2img

    Language:C++948

  • retinanet-examples

    Fast and accurate object detection with end-to-end GPU optimization

    Language:Python878

  • TensorRT-For-YOLO-Series

    tensorrt for yolo series (YOLOv10,YOLOv9,YOLOv8,YOLOv7,YOLOv6,YOLOX,YOLOv5), nms plugin support

    Language:Python825

  • pytorch-auto-drive

    PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

    Language:Python813

  • Adlik

    Adlik: Toolkit for Accelerating Deep Learning Inference

    Language:C++789

  • tiny-tensorrt

    Deploy your model with TensorRT quickly.

    Language:C++751

  • YOLOU

    YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、OpenVINO

    Language:Jupyter Notebook742

  • bmf

    Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.

    Language:C++725
  • yolort

    yolort

    yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

    Language:Python706

  • tf_trt_models

    TensorFlow models accelerated with NVIDIA TensorRT

    Language:Python681

  • flexible-yolov5

    More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

    Language:Python656

  • deepvac

    PyTorch Project Specification.

    Language:Python654
  • Jetson-Nano-Ubuntu-20-image

    Jetson-Nano-Ubuntu-20-image

    Jetson Nano with Ubuntu 20.04 image

    628

  • yolov4-custom-functions

    A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

    Language:Python600

  • TensorFlow-2.x-YOLOv3

    YOLOv3 implementation in TensorFlow 2.3.1

    Language:Jupyter Notebook600

  • mmdetection-to-tensorrt

    convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

    Language:Python580

  • nanosam

    A distilled Segment Anything (SAM) model capable of running real-time with NVIDIA TensorRT

    Language:Python571

  • centerX

    This repo is implemented based on detectron2 and centernet

    Language:Python552

  • x-stable-diffusion

    Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention. Join our Discord communty: https://discord.com/invite/TgHXuSJEk6

    Language:Jupyter Notebook548
  • Forward

    Forward

    A library for high performance deep learning inference on NVIDIA GPUs.

    Language:C++545

  • enhancr

    Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app

    Language:JavaScript531

  • nndeploy

    nndeploy是一款模型端到端部署框架。以多端推理以及基于有向无环图模型部署为基础，致力为用户提供跨平台、简单易用、高性能的模型部署体验。

    Language:C++527

  • tensorrt-cpp-api

    TensorRT C++ API Tutorial

    Language:C++526

  • FasterSeg

    [ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

    Language:Python524

  • tensorRT

    TensorRT-7 Network Lib 包括常用目标检测、关键点检测、人脸检测、OCR等 可训练自己数据

    Language:C++521

  • Savant

    Python Computer Vision & Video Analytics Framework With Batteries Included

    Language:Python505

  • cv-detect-robot

    🔥🔥🔥🔥🔥🔥Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)

    Language:Python504

  • TensorRT-Yolov3

    TensorRT for Yolov3

    Language:C++489

  • tflite_gles_app

    GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT

    Language:C488

  • InsightFace-REST

    InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

    Language:Python471

  • YOLOv8-TensorRT-CPP

    YOLOv8 TensorRT C++ Implementation

    Language:C++470

  • tf_to_trt_image_classification

    Image classification with NVIDIA TensorRT from TensorFlow models.

    Language:Python453

  • yolov5

    YOLOv5 汉化版，保持官方同步更新

    Language:Python447

  • yolov5-deepsort-tensorrt

    A c++ implementation of yolov5 and deepsort

    Language:C++425