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129

Deep Learning API and Server in C++14 support for 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

3,301 commits to master branch, last one about a month ago

InsightFace-REST SthPhoenix

120

527

apache-2.0

19

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

gpu fp16 onnx scrfd docker adaface arcface fastapi tensorrt centerface retinaface insightface yolov5-face face-detection mask-detection face-recognition tensorrt-conversion

Created 2019-08-15

455 commits to master branch, last one 5 months ago

torch-model-compression THU-MIG

41

250

mit

12

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

qat onnx acnet pruning pytorch tensorrt quantization model-compression reparameterization tensorrt-conversion quantization-aware-training

Created 2021-06-04

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

TensorRT-YOLO11 emptysoal

26

156

mit

1

Based on tensorrt v8.0+, deploy detection, pose, segment, tracking of YOLO11 with C++ and python api.

yolo11 tensorrt tracking detection segmentation pose-estimation tensorrt-inference tensorrt-conversion

Created 2024-10-14

41 commits to main branch, last one 13 days ago

SparseEnd2End ThomasVonWu

20

114

mit

4

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

cuda-accleration onnx-convertation autonomous-driving end2end-perception sparse-transformer tensorrt-conversion

Created 2024-08-18

97 commits to main branch, last one 3 months ago

TensorRT-YOLOv8 emptysoal

17

95

mit

1

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

cpp pose yolov8 python3 tensorrt tracking bytetrack detection segmentation deep-learning tensorrt-inference tensorrt-conversion

Created 2024-05-30

72 commits to main branch, last one about a month ago

Yolov5-TensorRT BlueMirrors

13

67

gpl-3.0

1

Yolov5 TensorRT Implementations

yolov5 tensorrt tensorrt-inference tensorrt-conversion

Created 2021-08-06

27 commits to master branch, last one 2 years ago

Tensorrt-CV col-in-coding

11

48

apache-2.0

1

Using TensorRT for Inference Model Deployment.

cuda onnx pytorch tensorrt deep-learning tensorrt-engine tensorrt-inference tensorrt-conversion

Created 2020-11-05

83 commits to master branch, last one about a year ago

tensorrt-experiment emptysoal

4

43

mit

1

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

unet vgg16 pytorch tensorrt resnet-50 pytorch-cnn onnx-runtime deeplab-v3-plus tensorrt-engine image-segmentation tensorrt-inference tensorrt-conversion image-classification

Created 2023-05-20

37 commits to main branch, last one 6 days ago

ViTPose-Pytorch gpastal24

9

36

gpl-3.0

1

VitPose without MMCV dependencies

python yolov5 pytorch vitpose tensorrt tracking 2d-keypoints pose-estimation tensorrt-inference tensorrt-conversion

Created 2022-10-30

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