deepjavalibrary / deepjavalibrary/djl

Mask-Rcnn transfer learning example

Open
#170 4 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Java
Stars
4.9k
Forks
759
Avg merge
19h 26m
Merged PRs (30d)
17

Description

Any chance of getting a simple example (even just ad hoc ) on how to train mask rcnn via transfer learning on a custom Coco formatted dataset ?

We are currently evaluating if we need to write our main application in python because of this requirement or if we can switch to JVM/Kotlin ( which we would prefer ) and I would really like to do a small POC on this.

Contributor guide

Open the contributing guide

Research direction

The issue names no files, tests, or entry points. Start by locating the existing Mask R-CNN and COCO-related examples, then define a small transfer-learning example for a custom COCO-formatted dataset; done means the example supports the requested JVM/Kotlin proof of concept.

Written by the indexing model from the issue text.

Assessment

Tech stack
java, kotlin
Domain
computer-vision, machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.