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How to continue training from previously trained model #5886

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luvvien opened this issue Mar 6, 2025 · 1 comment
Open

How to continue training from previously trained model #5886

luvvien opened this issue Mar 6, 2025 · 1 comment
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os:macOS Issues on MacOS platform:python MediaPipe Python issues stat:awaiting response Waiting for user response task:object detection Issues related to Object detection: Track and label objects in images and video. type:modelmaker Issues related to creation of custom on-device ML solutions

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@luvvien
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luvvien commented Mar 6, 2025

Have I written custom code (as opposed to using a stock example script provided in MediaPipe)

No

OS Platform and Distribution

Mac OS

Python Version

3.11.11

MediaPipe Model Maker version

lastest

Task name (e.g. Image classification, Gesture recognition etc.)

Object detect

Describe the actual behavior

No

Describe the expected behaviour

No

Standalone code/steps you may have used to try to get what you need

No

Other info / Complete Logs

As-is, let say i have a model that already traind on 100 images. Next day, if i have 100 more, i need to retrain all over again. if the model is able train from the previously trained model, then it would reduce the loads of hardware.
@luvvien luvvien added the type:modelmaker Issues related to creation of custom on-device ML solutions label Mar 6, 2025
@kuaashish kuaashish assigned kuaashish and unassigned kalyan2789g Mar 7, 2025
@kuaashish kuaashish added os:macOS Issues on MacOS task:object detection Issues related to Object detection: Track and label objects in images and video. platform:python MediaPipe Python issues labels Mar 7, 2025
@kuaashish
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Hi @luvvien,

This feature is not currently supported by our APIs. You can consider custom implementation using the Object Detector model's save_checkpoint and load_checkpoint methods.

Thank you!!

@kuaashish kuaashish added the stat:awaiting response Waiting for user response label Mar 10, 2025
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Labels
os:macOS Issues on MacOS platform:python MediaPipe Python issues stat:awaiting response Waiting for user response task:object detection Issues related to Object detection: Track and label objects in images and video. type:modelmaker Issues related to creation of custom on-device ML solutions
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