tflite2tensorflow

【WIP】 Generate saved_model and .pb from .tflite.

1. Supported Layers

No. TFLite Layer TF Layer Remarks
1 CONV_2D tf.nn.conv2d
2 DEPTHWISE_CONV_2D tf.nn.depthwise_conv2d
3 MAX_POOL_2D tf.nn.max_pool
4 PAD tf.pad
5 MIRROR_PAD tf.raw_ops.MirrorPad
6 RELU tf.nn.relu
7 PRELU tf.keras.layers.PReLU
8 RELU6 tf.nn.relu6
9 RESHAPE tf.reshape
10 ADD tf.add
11 SUB tf.math.subtract
12 CONCATENATION tf.concat
13 LOGISTIC tf.math.sigmoid
14 TRANSPOSE_CONV tf.nn.conv2d_transpose
15 MUL tf.multiply
16 HARD_SWISH x*tf.nn.relu6(x+3)*0.16666667 Or x*tf.nn.relu6(x+3)*0.16666666
17 AVERAGE_POOL_2D tf.keras.layers.AveragePooling2D
18 FULLY_CONNECTED tf.keras.layers.Dense
19 RESIZE_BILINEAR tf.image.resize Or tf.image.resize_bilinear
20 RESIZE_NEAREST_NEIGHBOR tf.image.resize Or tf.image.resize_nearest_neighbor
21 MEAN tf.math.reduce_mean
22 SQUARED_DIFFERENCE tf.math.squared_difference
23 RSQRT tf.math.rsqrt
24 DEQUANTIZE (const)
25 FLOOR tf.math.floor
26 TANH tf.math.tanh
27 DIV tf.math.divide
28 FLOOR_DIV tf.math.floordiv

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.22.0)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for pinto0309 from gravatar.com pinto0309

Credits

Author: Katsuya Hyodo

License

MIT License

Requires

Python >3.6

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.22.0)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for pinto0309 from gravatar.com pinto0309

Credits

Author: Katsuya Hyodo

License

MIT License

Requires

Python >3.6

Report project as malware

Release files for tflite2tensorflow 0.0.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for tflite2tensorflow 0.0.3
File Size Uploaded
tflite2tensorflow-0.0.3.tar.gz 9.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for tflite2tensorflow 0.0.3
File Interpreter ABI Platform
tflite2tensorflow-0.0.3-py3-none-any.whl 10.0 kB Python 3 none any Details

Total release size: 19.1 kB

Release files / tflite2tensorflow-0.0.3.tar.gz

Download URL tflite2tensorflow-0.0.3.tar.gz
Size 9.1 kB
Tags Source
SHA-256 checksum
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Uploaded via twine/3.2.0 pkginfo/1.6.0 requests/2.22.0 setuptools/47.1.1 requests-toolbelt/0.9.1 tqdm/4.40.2 CPython/3.6.9

Release files / tflite2tensorflow-0.0.3-py3-none-any.whl

Download URL tflite2tensorflow-0.0.3-py3-none-any.whl
Size 10.0 kB
Tags Python 3
SHA-256 checksum
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What is trusted publishing? 		No
Uploaded via twine/3.2.0 pkginfo/1.6.0 requests/2.22.0 setuptools/47.1.1 requests-toolbelt/0.9.1 tqdm/4.40.2 CPython/3.6.9

Release history Release notifications | RSS feed

1.22.0

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1.21.2

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This release

0.0.3 This release

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0.0.2

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0.0.1

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