deepjavalibrary / deepjavalibrary/djl
Mask-Rcnn transfer learning example
- Dominant language
- Java
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- 4.9k
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- Merged PRs (30d)
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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
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