[D] Mask R-CNN was from 2017 - are there any good newer instance segmentation models in the last 4 years that beat it? Does anyone know if D2Det (2020) outperforms it? What would you say is the best instance segmentation model out there right now? Thanks

• mmdetection

  23 27,742 8.7 Python

  OpenMMLab Detection Toolbox and Benchmark

  

If you want to find implementations of new methods check out MMDet. You can find SCNet on there which is a new 2021 Cascaded (multi-stage) model. The last time I looked into newer detection models (a few months ago) D2Det was the best performing two-stage detector I could find and SCNet was the best cascaded model. In the SCNet paper their model appears to be about ~1 AP above D2Det using the same (ResNet 101) backbone

• InfluxDB

  www.influxdata.com sponsored

  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.

  

Suggest a related project