PDC4S:\IT\DATA SCIENCE AND MACHINE LEARNING\Deep Learning in Practice I Basics and Dataset Design\8. [Intermediate] HDF5 dataset creation

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1. Objectives and why HDF5 dataset.mp410,037 KB12/12/2021 3:34 AM
1. Objectives and why HDF5 dataset.srt4 KB12/12/2021 3:34 AM
1.1 dataset-design-notebooks.zip10,873 KB12/12/2021 3:34 AM
1.2 dataset-images.zip88,123 KB12/12/2021 3:34 AM
10. Setting the parameter directory_depth for a hierachical classifier.mp416,847 KB12/12/2021 3:34 AM
10. Setting the parameter directory_depth for a hierachical classifier.srt2 KB12/12/2021 3:34 AM
11. Easily visualize a sample images from the dataset.mp461,611 KB12/12/2021 3:34 AM
11. Easily visualize a sample images from the dataset.srt9 KB12/12/2021 3:34 AM
12. Verify data shape and normalize the data.mp422,162 KB12/12/2021 3:34 AM
12. Verify data shape and normalize the data.srt3 KB12/12/2021 3:34 AM
13. One-hot encoding using LabelBinarizer() class.mp435,805 KB12/12/2021 3:34 AM
13. One-hot encoding using LabelBinarizer() class.srt4 KB12/12/2021 3:34 AM
14. Save images, labels and binary labels into a HDF5 dataset.mp440,170 KB12/12/2021 3:34 AM
14. Save images, labels and binary labels into a HDF5 dataset.srt6 KB12/12/2021 3:34 AM
15. Analyze the distribution of the data.mp453,437 KB12/12/2021 3:34 AM
15. Analyze the distribution of the data.srt7 KB12/12/2021 3:34 AM
2. One-click creation of a HDF5 dataset.mp459,471 KB12/12/2021 3:34 AM
2. One-click creation of a HDF5 dataset.srt8 KB12/12/2021 3:34 AM
3. Setting the image size of the dataset.mp415,984 KB12/12/2021 3:34 AM
3. Setting the image size of the dataset.srt3 KB12/12/2021 3:34 AM
4. Setting the correct paths of the dataset and target HDF5 dataset file.mp421,767 KB12/12/2021 3:34 AM
4. Setting the correct paths of the dataset and target HDF5 dataset file.srt4 KB12/12/2021 3:34 AM
5. Set the length of the longest label.mp411,543 KB12/12/2021 3:34 AM
5. Set the length of the longest label.srt2 KB12/12/2021 3:34 AM
6. Load the utilities library anis_koubaa_udemy_computer_vision_lib.mp48,170 KB12/12/2021 3:34 AM
6. Load the utilities library anis_koubaa_udemy_computer_vision_lib.srt1 KB12/12/2021 3:34 AM
7. Overview of the load RGB data method.mp46,626 KB12/12/2021 3:34 AM
7. Overview of the load RGB data method.srt3 KB12/12/2021 3:34 AM
8. The load_rgb_data method.mp421,368 KB12/12/2021 3:34 AM
8. The load_rgb_data method.srt2 KB12/12/2021 3:34 AM
9. Setting the parameter directory_depth for a flat classifier.mp412,435 KB12/12/2021 3:34 AM
9. Setting the parameter directory_depth for a flat classifier.srt2 KB12/12/2021 3:34 AM