tensorRT_Pro
TensorRT-For-YOLO-Series
tensorRT_Pro | TensorRT-For-YOLO-Series | |
---|---|---|
1 | 1 | |
2,411 | 803 | |
- | - | |
3.1 | 3.5 | |
12 months ago | 9 months ago | |
C++ | C++ | |
MIT License | - |
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tensorRT_Pro
TensorRT-For-YOLO-Series
-
Implementation of YOLO in python or C++?
For GPU inference, we use TensorRT, and this is what I’m working off of: https://github.com/Linaom1214/TensorRT-For-YOLO-Series/tree/main/cpp
What are some alternatives?
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
YoloV7-ncnn-Jetson-Nano - YoloV7 for a Jetson Nano using ncnn.
YOLOX - YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Deepstream - yolov5, yolov8, segmenations, face, pose, keypoints on deepstream
DREAMPlace - Deep learning toolkit-enabled VLSI placement
yolov7_d2 - 🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
FastDeploy - ⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
Yolo_mark - GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
deepdetect - Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
tensorrtx - Implementation of popular deep learning networks with TensorRT network definition API
TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
yolo-object-detector - An implementation of the YOLO method of object detection in dlib