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label-binarizer

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ArtZaragozaGitHub / CV--P5_Plants_Seedling_Classification

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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.

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
  • Updated Feb 12, 2025
  • Jupyter Notebook
Face-Mask-Detection-Real-Time-Computer-Vision

Tejas-TA / Face-Mask-Detection-Real-Time-Computer-Vision

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This repository contains code that implemented Mask Detection using MobileNet as the base model and Neural Network as the head model. Code draws a rectangular box over the person's face in red if no mask, green if the mask is on, with 99% accuracy in real-time using a live webcam. Refer to README for demo

opencv deep-neural-networks computer-vision deep-learning keras python3 imagenet scipy face-detection matplotlib mask maxpooling numpy-arrays adam-optimizer mobilenet softmax-layer fully-connected-deep-neural-network tensorflow2 relu-activation label-binarizer
  • Updated Jul 6, 2023
  • Jupyter Notebook

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