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.
opencv tensorflow seaborn matplotlib confusion-matrix learning-rate numpy-library pandas-library imagedatagenerator cnn-for-visual-recognition cnn-classification sequential-models vgg16-model optimizer-visualization tensorflow-keras train-test-validation cv2-library preprocessing-data label-binarizer reducelronplateau
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Feb 12, 2025 - Jupyter Notebook