tfhelper
Your friendly Tensorflow 2.x neighbor.
Documentation: https://jeikeilim.github.io/tfhelper/
Environments
- Python 3.7
Getting started
pip install
pip install tfhelper
Structure
tfhelper.dataset
- HDF5Generator
from tfhelper.dataset import HDF5Generator
train_generator = HDF5Generator("/dataset/path.hdf5", "training_data", "test_data")
train_dataset = train_generator.get_dataset(input_shape=(300, 300), batch_size=16, shuffle=True, n_shuffle=1000)
...
model = Define some model
model.fit(train_dataset)
tfhelper.gpu
- allow_gpu_memory_growth
tfhelper.tensorboard
- ConfuseCallback
- ModelSaverCallback
- SparsityCallback
- run_tensorboard
- wait_ctrl_c
- get_tf_callbacks
tfhelper.tflite
- keras_model_to_tflite
- parse_config
- predict_tflite_interpreter
- evaluate_tflite_interpreter
- load_pruned_model
tfhelper.transfler_learning
- get_transfer_learning_model
tfhelper.visualization
- get_cam_image
1 maintainer
Metadata
1 maintainer
Release files for tfhelper 0.0.44
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| tfhelper-0.0.44.tar.gz | 14.2 kB | Without provenance | Details for tfhelper-0.0.44.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| tfhelper-0.0.44-py3-none-any.whl | Python 3 | none | any | Details for tfhelper-0.0.44-py3-none-any.whl |
Total release size: 32.8 kB
Release files / tfhelper-0.0.44.tar.gz
| Download URL | tfhelper-0.0.44.tar.gz |
|---|---|
| Size | 14.2 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / tfhelper-0.0.44-py3-none-any.whl
| Download URL | tfhelper-0.0.44-py3-none-any.whl |
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| Size | 18.5 kB |
| Tags | Python 3 |
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