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pantheracorp / PantheraIDS_Features

A repository for any feature requests related to PantheraIDS
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DV-494 ⁃ Train Baseline Image Classifier models #453

Closed sync-by-unito[bot] closed 1 year ago

sync-by-unito[bot] commented 1 year ago

┆Issue is synchronized with this Jira Task by Unito ┆Attachments: Screenshot 2023-07-26 at 10.34.07.png | Screenshot 2023-07-26 at 11.56.09.png | Screenshot 2023-07-26 at 11.56.57.png | Screenshot 2023-07-26 at 11.57.37.png

sync-by-unito[bot] commented 1 year ago

➤ Thabied Majal commented:

A baseline one-step image classifier with no hyperparameter tuning was trained, using 2 models: MobileNetv2 and ViT small. The MobileNetv2 model had a stronger performance during the training process.

Below are some notable metrics.

!Screenshot 2023-07-26 at 10.34.07.png|width=1754,height=908!

!Screenshot 2023-07-26 at 11.56.09.png|width=1751,height=905!

!Screenshot 2023-07-26 at 11.56.57.png|width=1770,height=918!

!Screenshot 2023-07-26 at 11.57.37.png|width=1773,height=918!