deepinsight / deepinsight/insightface

batch inferece for retinaface

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#2,643 2 comments 2 reactions 0 assignees View on GitHub
Dominant language
Python
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Description

Hi,
It seems that detection model, i.e. retinaface, only supports single image inference. Since the model provided is in ONNX format. How can I re-convert pth model to ONNX model since pre-trained pth weight is not provided?
Any help will be appreciate!

Contributor guide

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Research direction

Start by reviewing the RetinaFace ONNX inference path and the repository's model/export documentation. Determine whether the requested batch inference and conversion from pretrained weights are supported by the available artifacts, then define the expected batch behavior and validation needed to consider the issue done.

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Assessment

Tech stack
python, pytorch
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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