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Topic: "tensorrt-conversion"

jolibrain/deepdetect

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

Language: C++ - Size: 103 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 2,529 - Forks: 560

SthPhoenix/InsightFace-REST

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

Language: Python - Size: 4.44 MB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 528 - Forks: 120

THU-MIG/torch-model-compression

针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库

Language: Python - Size: 132 KB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 250 - Forks: 41

ThomasVonWu/SparseEnd2End

End2EndPerception deployment solution based on vision sparse transformer paradigm is open sourced.

Language: Python - Size: 26.5 MB - Last synced at: 26 days ago - Pushed at: 4 months ago - Stars: 112 - Forks: 19

emptysoal/TensorRT-YOLOv8

Based on tensorrt v8.0+, deploy detect, pose, segment, tracking of YOLOv8 with C++ and python api.

Language: C++ - Size: 212 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 95 - Forks: 17

BlueMirrors/Yolov5-TensorRT

Yolov5 TensorRT Implementations

Language: Python - Size: 46.9 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 67 - Forks: 13

emptysoal/tensorrt-experiment

Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.

Language: Python - Size: 92 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 42 - Forks: 4

col-in-coding/Tensorrt-CV

Using TensorRT for Inference Model Deployment.

Language: Cuda - Size: 90.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 9

YuzhouPeng/unet-tensorrt

this is a tensorrt version unet, inspired by tensorrtx

Language: C++ - Size: 32.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 35 - Forks: 11

gpastal24/ViTPose-Pytorch

VitPose without MMCV dependencies

Language: Python - Size: 152 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 8

k9ele7en/Triton-TensorRT-Inference-CRAFT-pytorch

Advanced inference pipeline using NVIDIA Triton Inference Server for CRAFT Text detection (Pytorch), included converter from Pytorch -> ONNX -> TensorRT, Inference pipelines (TensorRT, Triton server - multi-format). Supported model format for Triton inference: TensorRT engine, Torchscript, ONNX

Language: Python - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 6

leandro-svg/SparseInst_TensorRT

The real-time Instance Segmentation Algorithm SparseInst running on TensoRT and ONNX

Language: Python - Size: 57.6 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 3

thaitc-hust/Yolo-TensorRT

Convert yolo models to ONNX, TensorRT add NMSBatched.

Language: Python - Size: 5.46 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 4

emptysoal/TensorRT-v8-YOLOv5-v5.0

Based on TensorRT v8.2, build network for YOLOv5-v5.0 by myself, speed up YOLOv5-v5.0 inferencing

Language: C++ - Size: 430 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 13 - Forks: 1

bnabis93/tensorrt-toy

tensorrt-toy code

Language: Python - Size: 56.6 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

k9ele7en/ONNX-TensorRT-Inference-CRAFT-pytorch 📦

Advance inference performance using TensorRT for CRAFT Text detection. Implemented modules to convert Pytorch -> ONNX -> TensorRT, with dynamic shapes (multi-size input) inference.

Language: Python - Size: 12.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 2

jinyeom/torchrt

Simple tool for PyTorch >> ONNX >> TensorRT conversion

Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

CuteBoiz/TensorRT_Parser_Python

Export (from Onnx) and Inference TensorRT engine with Python

Language: Python - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

Nannigalaxy/jetson_tools

Tools for Nvidia Jetson Nano, TX2, Xavier.

Language: Python - Size: 14.6 KB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 2

MrLaki5/TensorRT-onnx-dockerized-inference

Dockerized TensorRT inference engine with ONNX model conversion tool and ResNet50 and Ultraface preprocess and postprocess C++ implementation

Language: C++ - Size: 897 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

k9ele7en/torch2tensorRT-dynamic-CRAFT-pytorch

Convenient Convert CRAFT Text detection pretrain Pytorch model into TensorRT engine directly, without ONNX step between

Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

SarthakGarg19/Accelerating-Inference-in-Tensorflow-using-TensorRT

TensorRT optimises any Deep Learning model by not only making it lightweight but also by accelerating its inference speed with an idea to extract every ounce of performance from the model, making it perfect to be deployed at the edge. This repository helps you convert any Deep Learning model from TensorFlow to TensorRT!

Language: Jupyter Notebook - Size: 32 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

ggluo/TensorRT-Cpp-Example

C++/C TensorRT Inference Example for models created with Pytorch/JAX/TF

Language: C++ - Size: 767 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

NusratNB/TensorRT_TF2.4

TensorRT implementation with Tensorflow 2

Language: Jupyter Notebook - Size: 207 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

sasikiran/jetson_tx2_trt_ssd

Jetson TX2 compatible TensorFlow's ssd_mobilenet_v2_coco for TensorRT 6 / JetPack 4.3

Size: 29.3 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

littletomatodonkey/model_inference

不同backend的模型转换与推理代码

Language: Python - Size: 48.8 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

emrecanaltinsoy/keras2trt

A CLI tool to convert Keras models to ONNX models and TensorRT engines

Language: Python - Size: 153 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

makaveli10/cpptensorrtz

Convert popular Deep learning models to TensorRT using C++ API (preferably)

Language: C++ - Size: 83 KB - Last synced at: 26 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

akki2503/Image_Classification_Experiments_using_Cifar10

Experimenting with Cifar-10 dataset to understand and implement various Deep Learning Techniques and CNN Architectures for Image Classification.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0