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Sign Language Recognition Image Classification

Image Pre-Processing & Partitioning Network Training Partitioning Post-Processing & Evaluation NotesDataset link: https://drive.google.com/file/d/1EAcId2AJefByuUvDAL_6Ee5QdWo-ABSd/viewThis workflow uses a CNN to do image classification on the above dataset. Pleasedownload the dataset first as due to size constraints, it cannot be uploaded togetherwith the workflow. Read all imagesAppend class column and capitalize80/2080x80x1(grayscale)Node 13Node 77Node 78Accuracy: 99.5%Training/ValidationNode 265Node 266Node 267Node 312Node 313check parameters ofmodel Image Reader String Manipulation Partitioning Image Resizer Keras NetworkExecutor One to Many Many to One Scorer Partitioning Rule Engine Column Splitter Joiner Keras NetworkLearner DL Network DL PythonNetwork Editor Image Pre-Processing & Partitioning Network Training Partitioning Post-Processing & Evaluation NotesDataset link: https://drive.google.com/file/d/1EAcId2AJefByuUvDAL_6Ee5QdWo-ABSd/viewThis workflow uses a CNN to do image classification on the above dataset. Pleasedownload the dataset first as due to size constraints, it cannot be uploaded togetherwith the workflow. Read all imagesAppend class column and capitalize80/2080x80x1(grayscale)Node 13Node 77Node 78Accuracy: 99.5%Training/ValidationNode 265Node 266Node 267Node 312Node 313check parameters ofmodel Image Reader String Manipulation Partitioning Image Resizer Keras NetworkExecutor One to Many Many to One Scorer Partitioning Rule Engine Column Splitter Joiner Keras NetworkLearner DL Network DL PythonNetwork Editor

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Created by: junhw
Created at: 2021-11-26
On NodePit since: 2022-01-15
Last update: 2024-12-17
Created with KNIME version: v4.4.2

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