Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild

Abubakar Abid, Ali Abdalla, Ali Abid, DawoodKhan, Abdulrahman Alfozan, James Zou

資料收集 資料清理 資料分析

模型建構 模型驗證

系統建置 系統試驗

議題討論

Keras

Sklearn

pytorch

Hyperplastic Polyp (HP)

Sessile Serrated Adenoma (SSA)

15%

80%

Training Data

Validation Data

Test Data

Data Augmentation

Process

Model

Construction

Model

Verification

Polyps Classification

Densnet-121

Normal

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