yolact_edge VS involution

Compare yolact_edge vs involution 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
Source Code
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involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator (by d-li14)
involution Operator Pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model
Source Code
arxiv.org
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yolact_edge involution
1 6
1,245 1,306
- -
0.0 0.0
over 1 year ago almost 3 years ago
Python Python
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.

involution

Posts with mentions or reviews of involution. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-10.

What are some alternatives?

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

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

efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

mmdetection - OpenMMLab Detection Toolbox and Benchmark

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

Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

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

unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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.

manydepth - [CVPR 2021] Self-supervised depth estimation from short sequences

MPRNet - [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

MaskDINO - [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation" [Moved to: https://github.com/IDEA-Research/MaskDINO]

yolact_edge vs yolact involution vs efficientdet-pytorch yolact_edge vs mmdetection involution vs mmdetection yolact_edge vs AlphaPose involution vs Im2Vec yolact_edge vs sahi involution vs unilm yolact_edge vs yolo-tensorrt involution vs manydepth involution vs MPRNet involution vs MaskDINO