involution VS PixelLib

Compare involution vs PixelLib and see what are their differences.

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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PixelLib

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/ (by ayoolaolafenwa)
Computer Vision Machine Learning Artificial intelligence image-segmentation semantic-segmentation instance-segmentation video-segmentation deeplab Deeplearning maskr-cnn Tensorflow Deep Learning pointrend Pytorch convolutional-neural-networks Segmentation object-detection
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involution PixelLib
6 3
1,306 1,013
- -
0.0 0.0
almost 3 years ago 7 months ago
Python Python
MIT 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.
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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.

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.

PixelLib

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

What are some alternatives?

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

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

Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

mmdetection - OpenMMLab Detection Toolbox and Benchmark

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

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

FasterRCNN - Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.

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

rembg-greenscreen - Rembg Video Virtual Green Screen Edition

yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

mask-rcnn - Mask-RCNN training and prediction in MATLAB for Instance Segmentation

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

fashion-segmentation - A tensorflow model for segmentation of fashion items out of multiple product images

involution vs efficientdet-pytorch PixelLib vs Human-Segmentation-PyTorch involution vs mmdetection PixelLib vs sahi involution vs Im2Vec PixelLib vs FasterRCNN involution vs unilm PixelLib vs rembg-greenscreen involution vs yolact_edge PixelLib vs mask-rcnn involution vs manydepth PixelLib vs fashion-segmentation