Comparison of inference time between convolution nets and transformers

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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  • segmenter

    [ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

  • I am not very familiar with ViT (Transformer) based networks. But I tried https://github.com/rstrudel/segmenter to replace some CNN based segmentation nets.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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