Instructions to use langningchen/luogu-captcha-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use langningchen/luogu-captcha-model with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://langningchen/luogu-captcha-model") - Notebooks
- Google Colab
- Kaggle
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Release validated best 94.26% model: rename FP16, add INT8 (1.74MB, 94.34% acc), and restore clean assets
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