dashai-test-image-classification-package


Namedashai-test-image-classification-package JSON
Version 0.0.3 PyPI version JSON
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home_pageNone
SummaryImage Classification Package for DashAI
upload_time2024-06-23 00:35:35
maintainerNone
docs_urlNone
authorDashAI team
requires_python>=3.8
licenseNone
keywords dashai model task
VCS
bugtrack_url
requirements dependency-injector fastapi SQLAlchemy alembic numpy joblib pydantic pydantic-settings starlette scikit-learn datasets evaluate accelerate Pillow beartype typer rich torch transformers sacrebleu sentencepiece
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # Models

**MLP Image Classifier:** 
  This model aims to classify images using a Multi-Layer Perceptron (MLP) neural network. The model transform each image into a vector of pixels and then feed it to the MLP. The MLP is a feedforward neural network with one hidden layer. The hidden layer uses the ReLU activation function and the output layer uses the softmax activation function. The model is trained using the cross-entropy loss function and the Adam optimizer.
            

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