Emoji Drawings dataset
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May 20, 2024 - Python
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tfds
Here are 6 public repositories matching this topic...
Load common open-source electrocardiogram databases as a tensorflow dataset
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Nov 25, 2024 - Python
This project focuses on classifying images from the CIFAR-10 dataset using deep learning models. A custom CNN is built with TensorFlow, and transfer learning is applied using ResNet18 with PyTorch for improved performance. Data preprocessing and augmentation techniques are used to enhance model generalization.
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Jan 12, 2025 - Jupyter Notebook
Demo of data augmentation: a technique to increase the diversity of your training set by applying random (but realistic) transformations, such as image rotation
python deep-learning tensorflow numpy matplotlib data-augmentation tensorflow-datasets tensorflow-keras tfds preprocessing-layers
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Feb 3, 2022 - Jupyter Notebook
This repo consists a Python Notebook file where I have performed transfer learning using Keras Xception Transformer.
python keras cnn transformer transfer-learning xception-model xception tensorflow-datasets tensorlfow tfdata tfds
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Apr 7, 2023 - Jupyter Notebook
Loading, inspecting, and preprocessing datasets using TensorFlow Datasets (TFDS). Demonstrates train/test split handling, image normalization, batching, shuffling, caching, and visualization to build efficient, ready-to-train deep learning pipelines.
python deep-learning interactive tensorflow numpy matplotlib tfds lowlevelapi tfdsloader low-level-api-tensorflow pipeline--optimize
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Aug 17, 2025 - Jupyter Notebook
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