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dhanushkamath / CIFAR-10

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An IPython notebook demonstrating the process of Transfer Learning using pre-trained Convolutional Neural Networks with Keras on the popular CIFAR-10 Image Classification dataset.

python machine-learning deep-neural-networks computer-vision deep-learning tensorflow keras data-visualization python3 artificial-intelligence classification image-classification tensorflow-tutorials keras-tutorials transfer-learning keras-classification-models keras-neural-networks keras-visualization tensorflow-examples bottleneck-features
  • Updated Jan 20, 2018
  • Jupyter Notebook

gromag / MachineLearning-Engineer-Specialisation-Dog-Breed-Predictor

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Jupyter notebook exploring the prediction of the dog breed of a dog given its image. The notebook uses Keras to build a few Convolutional Neural Networks and eventually explores transfer-learning from ResNet50 for the final model. If submitted an image of a human it will predict what breed this person looks more alike.

python machine-learning transfer-learning keras-neural-networks resnet-50
  • Updated Mar 20, 2019
  • Jupyter Notebook

netik1020 / Concise-iPython-Notebooks-for-Deep-learning

Star 43

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

deep-neural-networks text-classification word-embeddings snapshot image-processing text-generation autoencoder image-classification deeplearning text-processing image-segmentation semantic-relationship-extraction keras-neural-networks u-net bi-lstm-crf intent-classification attention-lstm inception-architecture unet-keras
  • Updated Aug 9, 2019
  • Jupyter Notebook

ayushman1024 / Machine-Learning-Deep-Learning-Algorithms

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Various Machine learning and Deep learning algorithms written in Jupyter notebooks in one repository

python machine-learning linear-regression scikit-learn machine-learning-algorithms jupyter-notebook cnn colab logistic-regression convolutional-neural-networks support-vector-machine notebooks regression-models decision-tree keras-classification-models keras-neural-networks svm-classifier keras-tensorflow classification-algorithm
  • Updated Nov 10, 2020
  • Jupyter Notebook

SadmanSakib93 / Petals-to-the-Metal-Flower-Classification-Kaggle

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This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started

deep-neural-networks deep-learning notebook keras kaggle artificial-intelligence kaggle-competition classification densenet transfer-learning keras-neural-networks flower-classification kaggle-petals tpu-challenge
  • Updated Dec 19, 2020
  • Jupyter Notebook

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