Segmentation visualization, keras, augmentation, fine tuning
visualization tensorflow keras segmentation deeplearning unet imagedatagenerator visualization-segmentation-process segmentation-visualization
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- Python
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Nudity, violence and drugs detection using nudeNet for nudity, for violence and drugs detection I hyper-tuned mobilenet model on my own collected dataset, the final results is a python flask API that takes an image or a set of images, will return a score on how much it's suitable for work.
python keras transfer-learning flask-api nsfw data-augmentation mobilenet imagedatagenerator hypertuning nsfw-detection-api
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- Jupyter Notebook
Keras implementation of multi-label classification of movie genres from IMDB posters
keras image-classification cnn-keras fine-tuning-cnns imagedatagenerator keras-tutorial movie-genre-classification multi-label-image-classification one-hot-encoding
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- Jupyter Notebook
A customized real-time ImageDataGenerator for Keras
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- Python
A CNN based algorithm with 91% accuracy for brain tumor detection.
python machine-learning deep-learning tensorflow cnn pytorch medical-imaging convolutional-neural-networks cnn-keras imagedatagenerator imutils mri-data brain-tumor-detection streamlit streamlit-webapp braintumorclassification streamlit-cloud
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- Jupyter Notebook
Using CNN to detect Malaria with the help of cell images
python machine-learning deep-learning neural-network tensorflow keras cnn image-classification ne imagedatagenerator malaria-detection
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- Jupyter Notebook
Image Classification model for detecting and classifying *DIABETIC RETINOPATHY* using retina images
data-science data deep-learning image-classification transfer-learning pretrained-models vgg16 epoch keras-tensorflow diabetic-retinopathy-detection imagedatagenerator diabetic-retinopathy cnn-classification datapreprocessing diabetic-retinopathy-prediction
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- Jupyter Notebook
Extract text from handwritten infomation on bank checks images
ocr deep-neural-networks deep-learning tensorflow resnet image-preprocessing imagedatagenerator compter-vision easyocr
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- Jupyter Notebook
This repository for my Data Science, Machine Learning and Deep Learning projects. I want to share my work on this areas.
python data-science machine-learning deep-learning insurance tensorflow numpy keras regression pandas seaborn kaggle titanic-kaggle classification breast-cancer-wisconsin imagedatagenerator chest-xray matplotlib-pyplot tensorflow2
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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
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- Jupyter Notebook
Image Data Augmentation using Keras.
deep-neural-networks computer-vision tensorflow keras cnn digital-image-processing imagedatagenerator imagepreprocessing dataaugmentation
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- Jupyter Notebook
keras 2d image classification
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- Python
Tensorflow2(Keras)のImageDataGeneratorのJupyter上での実行例。
cutout imagedatagenerator mixup ricap cutmix dataaugmentation imagedatagenerator-jupyter mixup-cutmix
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- Jupyter Notebook
This is a plugin tool for your project to impliment your coustom image processing algorithms
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- Jupyter Notebook
Beginner Machine Learning - submission task for beginner Machine Learning class
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- Jupyter Notebook
python docker flask docker-compose tensorflow numpy keras glob pandas cv2 imagedatagenerator conv2d matplotlib-pyplot tensorflow-keras
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- Jupyter Notebook
Fruit Classification dataset using ANN-CNN
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- Jupyter Notebook
Image classification project with CNN
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ML project for Content Based Image Recognition using Keras
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- Jupyter Notebook
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