biolab / biolab/orange3-imageanalytics

Add support for embedding image from RGB/BGR matrix

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Dominant language
Python
Stars
35
Forks
42
PR merge metrics
No merged PRs in 30d

Description

Example:
```python
from PIL import Image
import numpy as np
from orangecontrib.imageanalytics.image_embedder import ImageEmbedder

embedder = ImageEmbedder(model="squeezenet")
img = Image.open("img.jpg")
img_data = embedder([np.array(img)])
```

Contributor guide

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Research direction

Start with the ImageEmbedder entry point in orangecontrib/imageanalytics/image_embedder.py and reproduce the provided NumPy RGB image example. Determine the expected RGB/BGR matrix input behavior; done means an image matrix can be passed to the embedder successfully, with coverage for the supported channel ordering if existing tests are found.

Written by the indexing model from the issue text.

Assessment

Tech stack
numpy, python
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
38/100

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