{"id":15009857,"url":"https://github.com/charleslf2/visionner","last_synced_at":"2025-06-29T15:03:55.904Z","repository":{"id":65191216,"uuid":"586868577","full_name":"charleslf2/visionner","owner":"charleslf2","description":"Visionner turn raw image data into numpy array, more suitable for deep learning 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Installation\n- step 1 \n\n```bash\ngit clone https://github.com/charleslf2/visionner\n```  \n\n- step 2\n\n```bash\ncd visionner\n```\n- step 3 \n\n```bash\npy setup.py install\n```\n\n\n# Usage\n\n```python3\n\n\u003e\u003e\u003e from visionner.core import DatasetImporter\n\n\u003e\u003e\u003e your_dataset=DatasetImporter(\"path/to/your/dataset/\", size=(28, 28))\n\n```\n\n```python3\n\n\u003e\u003e\u003e from visionner.core import SupervisedImporter\n\n\u003e\u003e\u003e features, labels= SupervisedImporter(\"path/to/your/dataset\", categories=[\"cat\", \"dog\"], size=(28,28))\n\n```\n\n```python3\n\n### normalize your dataset\n\n\u003e\u003e\u003e from visionner.core import DatasetNormalizer\n\n\u003e\u003e\u003e your_normalized_dataset=DatasetNormalizer(your_dataset)\n\n```\n\n```python3\n\n### create a trainset and a testset\n\n\u003e\u003e\u003e from visionner.core import TrainTestSpliter\n\n\u003e\u003e\u003e x_train, x_test=TrainTestSpliter(dataset, test_size=0.2)\n\n```\n\n```python3\n\n### visualize the first image of your dataset\n\n\u003e\u003e\u003e import matplotlib.pyplot as plt \n\n\u003e\u003e\u003e plt.imshow(your_dataset[0])\n\u003e\u003e\u003e plt.show()\n\n```\n\n```python3\n\n### save your dataset\n\n\u003e\u003e\u003e from visionner.core import DatasetSaver\n\n\u003e\u003e\u003e DatasetSaver(\"my_saved_dataset\", your_dataset)\n\n```\n\n```python3\n\n### open your dataset\n\n\u003e\u003e\u003e from visionner.core import DatasetOpener\n\n\u003e\u003e\u003e my_saved_dataset=DatasetOpener(\"my_saved_dataset.npy\") \n\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcharleslf2%2Fvisionner","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcharleslf2%2Fvisionner","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcharleslf2%2Fvisionner/lists"}