0.2.5

What's Changed

• Apply a more defensive way to fix redownloading issue by @james77777778 in #55

Full Changelog: 0.2.4...0.2.5

0.2.4

Major Features and Improvements

• Add more docstrings
• Fix redownloading issue when using keras.saving.load_model

What's Changed

• Add docstrings and expose some useful properties for all models by @james77777778 in #48
• Add docstrings to kimm.list_models, kimm.utils.get_reparameterized_model by @james77777778 in #49
• Add docstrings for kimm.blocks.* by @james77777778 in #50
• Add docstrings for kimm.timm_utils.* by @james77777778 in #51
• Fix redownloading issue by @james77777778 in #54

Full Changelog: 0.2.2...0.2.4

0.2.2

Major Features and Improvements

• Add GhostNetV3 (currently only GhostNetV3W100 has ImageNet weights)
• Improve codes

What's Changed

• Refactor reparameterizable layers and add GhostNetV3 by @james77777778 in #47

Full Changelog: 0.2.1...0.2.2

0.2.1

Major Features and Improvements

Add arbitrary shape support for MobileViT* and VisionTransformer*

import numpy as np

import kimm

x = np.random.uniform(size=[1, 150, 150, 3])
model = kimm.models.MobileViTXXS(input_shape=[150, 150, 3])
print(model.predict(x, verbose=0).shape)  # [1, 1000]
model = kimm.models.VisionTransformerTiny16(input_shape=[150, 150, 3])
print(model.predict(x, verbose=0).shape)  # [1, 1000]

Add more model weights

• kimm.models.ConvNeXtXLarge
• kimm.models.VisionTransformerLarge16
• kimm.models.VisionTransformerLarge32

Code cleanup and minor improvements

What's Changed

• Add arbitrary shape support for ViT series by @james77777778 in #46

Full Changelog: 0.2.0...0.2.1

0.2.0

Major Features and Improvements

• Improve UX of APIs

What's Changed

• Refactor model definition by @james77777778 in #42
• Refactor APIs using namex by @james77777778 in #43

Full Changelog: 0.1.8...0.2.0

0.1.8

Major Features and Improvements

• Add HGNet and HGNetV2

What's Changed

• Update pyproject.toml by @james77777778 in #37
• Update README.md by @james77777778 in #38
• Update requirements.txt and pyproject.toml by @james77777778 in #40
• Add HGNet and HGNetV2 by @james77777778 in #41

Full Changelog: 0.1.7...0.1.8

0.1.7

Major Features and Improvements

• Add MobileOne

What's Changed

• Bump the github-actions group with 2 updates by @dependabot in #34
• Add MobileOne by @james77777778 in #36

New Contributors

• @dependabot made their first contribution in #34

Full Changelog: 0.1.6...0.1.7

0.1.6

Major Features and Improvements

• Add support for reparameterization technique
• Add RepVGG

What's Changed

• Add RepVGG by @james77777778 in #32

Full Changelog: 0.1.5...0.1.6

0.1.5

Major Features and Improvements

• Add InceptionNeXt
• Add MobileViTV2

What's Changed

• Add InceptionNeXt and MobileViTV2 and change naming of MobileNet*V2 and MobileNet*V3 by @james77777778 in #30

Full Changelog: 0.1.4...0.1.5

0.1.4

Major Features and Improvements

• Add export_tflite and export_onnx APIs
• Add support of channels_first data format

What's Changed

• Add export_tflite and export_onnx and support channels_first by @james77777778 in #28
• Improve export.* APIs by @james77777778 in #29

Full Changelog: 0.1.3...0.1.4