Top 4 Python mmdetection Projects

sahi

11 3,553 6.6 Python

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

Project mention: How to Detect Small Objects | dev.to | 2024-04-22

An alternative to this is to leverage existing object detection, apply the model to patches or slices of fixed size in our image, and then stitch the results together. This is the idea behind Slicing-Aided Hyper Inference!

mmdeploy

4 2,511 7.9 Python

OpenMMLab Model Deployment Framework

Project mention: [D] Object detection models that can be easily converted to CoreML | /r/MachineLearning | 2023-07-25

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
nncf

2 777 9.7 Python

Neural Network Compression Framework for enhanced OpenVINO™ inference

Project mention: FLaNK Stack Weekly 06 Nov 2023 | dev.to | 2023-11-06

3d-multi-resolution-rcnn

1 25 0.0 Python

Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).