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reducelronplateau
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A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.
opencvtensorflowseabornmatplotlibconfusion-matrixlearning-ratenumpy-librarypandas-libraryimagedatageneratorcnn-for-visual-recognitioncnn-classificationsequential-modelsvgg16-modeloptimizer-visualizationtensorflow-kerastrain-test-validationcv2-librarypreprocessing-datalabel-binarizerreducelronplateau
- Updated
Feb 12, 2025 - Jupyter Notebook
Detects page flips from low-resolution camera preview and takes a high-resolution picture of the document, recognizing its corners and crops it accordingly
aws-lambdaaws-s3pillowaws-ec2imagedatageneratorearlystoppingaws-sagemakerefficientnetreducelronplateau
- Updated
Jun 27, 2024 - Jupyter Notebook
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