facebookresearch / facebookresearch/detectron2

Please provide class-agnostic trained Mask-RCNN models in Model-Zoo

Open
#5,138 0 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
Stars
34.7k
Forks
7.9k
PR merge metrics
No merged PRs in 30d

Description

## 🚀 Feature
Please provide some pre-trained weights for Mask-RCNN model which are trained in a class-agnostic way, there are no weights for that at the moment.

## Motivation & Examples

It is useful for research in open-set/open-world object detection.

Contributor guide

Open the contributing guide

Research direction

Start with the Model-Zoo and its existing Mask-RCNN model entries to understand how pre-trained weights are published and described. The issue does not name specific files or tests, so first locate the relevant model and training configuration entry points. Done means class-agnostic Mask-RCNN weights are available in the Model-Zoo with clear usage details.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
30/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.