yolact vs yolact_edge

yolact

A simple, fully convolutional model for real-time instance segmentation. (by dbolya)

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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yolact		yolact_edge
	Project
4	Mentions	1
4,924	Stars	1,245
-	Growth	-
0.0	Activity	0.0
6 months ago	Latest Commit	over 1 year ago
Python	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

yolact

Posts with mentions or reviews of yolact. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-29.

YOLOv6: Redefine state-of-the-art for object detection
10 projects | news.ycombinator.com | 29 Jun 2022
Instance segmentation
2 projects | /r/computervision | 2 Mar 2022

YOLACT
Advice needed
3 projects | /r/computervision | 2 Oct 2021

The Github repo is not highly structured and is probably written during the time of the author's research. Been using this for well over a year and does the job so well.
A question on Instance Segmentation Labelling
1 project | /r/deeplearning | 9 Aug 2021

I am using yolact : https://github.com/dbolya/yolact

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.

Real-time Object Detection on Jetson Nano
2 projects | /r/computervision | 29 Apr 2021

Try yolact-edge, nice and fast github code

What are some alternatives?

When comparing yolact and yolact_edge you can also consider the following projects:

Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmdetection - OpenMMLab Detection Toolbox and Benchmark

yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0

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

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

segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.

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

yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

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.

pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

FairMOT - [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking