Ashwin Vaidya

Allow passing metrics objects directly to `create_metrics_collection`

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## 📝 Description - Adds the ability to pass metric objects directly. - Alternative to solution proposed in https://github.com/openvinotoolkit/anomalib/issues/2205 To test ```python from torchmetrics.classification import Accuracy, Precision, Recall from anomalib.data...

🚀 Add HPO

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## 📝 Description - Provide a clear summary of the changes and the issue that has been addressed. - 🛠️ Fixes # (issue number) ## TODO - [ ] Unit...

[Task]: Add OpenVINO Inference + Performance computation to Engine methods

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### What is the motivation for this task? Currently, there is no way to compute the performance with OpenVINO models. Engine only accepts `AnomlyModule` for testing and prediction. It will...

Add anomaly task to OTX 2.3.0

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### Summary ### How to test ### Checklist - [ ] I have added unit tests to cover my changes.​ - [ ] I have added integration tests to cover...

Add Anomaly task to OTX 1.6.x

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### Summary ### How to test ### Checklist - [ ] I have added unit tests to cover my changes.​ - [ ] I have added integration tests to cover...

### Summary - Update the EarlyStopping configuration. - Update NNCF optimization to match anomalib. ### How to test ### Checklist - [ ] I have added unit tests to cover...

# Motivation Refer to https://github.com/openvinotoolkit/training_extensions/pull/3752 for the motivation This PR proposes an alternative design. It also includes one solution to register heterogeneous models to the CLI (there might be better...

[RFC] Engine Refactor Proposal

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# TL;DR This PoC aims to propose and discuss refactoring of the current OTX Engine. It will help make the task more flexible, reduce code duplication, and help directly expose...

🚀 Add VLM based Anomaly Model

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## 📝 Description ### TODO - [x] Add tests - [x] Add a visualizer - [x] API keys - [x] env files - [x] env variable - [x] from the...