yolact_edge VS yolo-tensorrt

Compare yolact_edge vs yolo-tensorrt and see what are their differences.

yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds. (by haotian-liu)
Realtime Real-time instance-segmentation yolactedge Pytorch edge-devices
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yolo-tensorrt

TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it. (by enazoe)
yolov4-tiny yolov5s yolov5m yolov5l yolov5x Yolov3 yolov3-tiny darknet jetson-xavier-nx Jetson Yolov4 Yolov5 l4t weights yolo-tensorrt
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yolact_edge yolo-tensorrt
1 2
1,245 1,166
- -
0.0 1.1
over 1 year ago about 1 year ago
Python C++
MIT License MIT License
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yolact_edge

Posts with mentions or reviews of yolact_edge. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-29.

yolo-tensorrt

Posts with mentions or reviews of yolo-tensorrt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-29.
  • Using Yolov5 with ROS
    1 project | /r/ROS | 4 Mar 2022
    I don’t know whether that really solves you problem, but I can tell you how to integrate yolov5 in ros. With this repo: https://github.com/enazoe/yolo-tensorrt you can build a simple ros node around their samples cpp file. This can then subscribe and use ROS images by converting them to cv::Mat using the ros cv_bridge.
  • Real-time Object Detection on Jetson Nano
    2 projects | /r/computervision | 29 Apr 2021
    yep, i tried the tensorrt implementation (https://github.com/enazoe/yolo-tensorrt), on Jetson TX1, with FP16 prevision and it runs YOLOv4 at ~10FPS Had also tried v3 which ran a bit faster, but changed to v4 for the gains in accuracy.

What are some alternatives?

When comparing yolact_edge and yolo-tensorrt you can also consider the following projects:

yolact - A simple, fully convolutional model for real-time instance segmentation.

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

mmdetection - OpenMMLab Detection Toolbox and Benchmark

yolov5-deepsort-tensorrt - A c++ implementation of yolov5 and deepsort

AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

tensorflow-yolov4-tflite - YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

crop - Character Recognition Of Plates using yolov5

sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

LibtorchTutorials - This is a code repository for pytorch c++ (or libtorch) tutorial.

jetson-ffmpeg - ffmpeg support on jetson nano

JetsonGPIO - A C++ library that enables the use of Jetson's GPIOs

yolact_edge vs yolact yolo-tensorrt vs yolov5 yolact_edge vs mmdetection yolo-tensorrt vs yolov5-deepsort-tensorrt yolact_edge vs AlphaPose yolo-tensorrt vs tensorflow-yolov4-tflite yolact_edge vs involution yolo-tensorrt vs crop yolact_edge vs sahi yolo-tensorrt vs LibtorchTutorials yolo-tensorrt vs jetson-ffmpeg yolo-tensorrt vs JetsonGPIO