biolab / biolab/orange3-imageanalytics
Add support for embedding image from RGB/BGR matrix
- 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