Metadata-Version: 2.1
Name: batukh
Version: 0.0.1
Summary: An OCR for multiple languages.
Home-page: https://github.com/KoshurNizam/batukh
Author: Murtaza, Wajid, Naveed
License: UNKNOWN
Description: # batukh
        
        Detection of Koshur Language using CRNN.
        
        Using Pip
        
        `pip install ...`
        
        After all the dependencies have been installed, you can train any model.
        
        For Baseline Detection:
        
        ```python
        >>> from batukh.torch.segmenter import BaselineDetector
        >>> m = BaselineDetector()
        <All keys matched successfully>
        >>> m.load_data("/path/to/data")
        >>> m.train(n_epochs=10, device="cpu")
        ```
        
        For Word Detection:
        
        ```python
        >>> from batukh.torch.ocr import WordDetector
        >>> m = WordDetector()
        >>> m.load_data("/path/to/train_dir", "/path/to/train_labels", 
        "/path/to/val_dir", "/path/to/val_labels")
        Building Dictionary. . .
        Building Dictionary. . .
        >>> m.train(5)       
        Epoch: 0. Traininig: 100%|███████████████| 140/140 [00:04<00:00, 30.18it/s, loss=2.59]
        Epoch: 0. Validating: 100%|███████████████| 140/140 [00:01<00:00, 112.06it/s, loss=2.59]
        Models Saved!
        Epoch: 1. Traininig: 100%|███████████████| 140/140 [00:04<00:00, 32.39it/s, loss=2.36]
        Epoch: 1. Validating: 100%|███████████████| 140/140 [00:01<00:00, 121.36it/s, loss=2.18]
        Models Saved!
        Epoch: 2. Traininig: 100%|███████████████| 140/140 [00:04<00:00, 31.12it/s, loss=2.54]
        Epoch: 2. Validating: 100%|███████████████| 140/140 [00:01<00:00, 108.65it/s, loss=2.48]
        Models Saved!
        Epoch: 3. Traininig: 100%|███████████████| 140/140 [00:04<00:00, 31.10it/s, loss=2.48]
        Epoch: 3. Validating: 100%|███████████████| 140/140 [00:01<00:00, 109.46it/s, loss=2.42]
        Models Saved!
        Epoch: 4. Traininig: 100%|███████████████| 140/140 [00:04<00:00, 30.17it/s, loss=2.49]
        Epoch: 4. Validating: 100%|███████████████| 140/140 [00:01<00:00, 110.09it/s, loss=2.42]
        Models Saved!
        ```
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
