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Flower Pose Estimation Model

Given a flower image cropped from an object detection bounding box, this model predicts its pose in Euler angles.

Screenshot 2025-01-16 at 3 50 27


Setup:

cd mlcore/sixdrepnet
pip install poetry
poetry install

Train:

poetry run python main.py

Predict:

poetry run python inference.py

Or in Python:

from inference import predict
results = predict("path/to/images")
print(results)

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PoC for Pose Estimation (inspired by HPE)

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