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TensorLayer 1.11.0rc0

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@DEKHTIARJonathan DEKHTIARJonathan released this 15 Oct 09:09
· 1235 commits to master since this release
1.11.0rc0
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This release provides high-performance image augmentation API. The API is based on affine transformation. It has been proven useful to offer 80x speed up in augmenting images in the openpose-plus project.

Added

  • Layer:
    • Release GroupNormLayer (PR #850)
  • Image affine transformation APIs
    • affine_rotation_matrix (PR #857)
    • affine_horizontal_flip_matrix (PR #857)
    • affine_vertical_flip_matrix (PR #857)
    • affine_shift_matrix (PR #857)
    • affine_shear_matrix (PR #857)
    • affine_zoom_matrix (PR #857)
    • affine_transform_cv2 (PR #857)
    • affine_transform_keypoints (PR #857)
  • Affine transformation tutorial
    • examples/data_process/tutorial_fast_affine_transform.py (PR #857)

Changed

  • BatchNormLayer: support data_format

Dependencies Update

  • yapf>=0.22,<0.24 => yapf>=0.22,<0.25 (PR #829)
  • sphinx>=1.7,<1.8 => sphinx>=1.7,<1.9 (PR #842)
  • matplotlib>=2.2,<2.3 => matplotlib>=2.2,<3.1 (PR #845)
  • scikit-learn>=0.19,<0.20 => scikit-learn>=0.19,<0.21 (PR #851)
  • tensorflow>=1.6,<1.11 => tensorflow>=1.6,<1.12 (PR #853)
  • tqdm>=4.23,<4.26 => tqdm>=4.23,<4.27 (PR #862)
  • pydocstyle>=2.1,<2.2 => pydocstyle>=2.1,<3.1 (PR #866)

Deprecated

Fixed

  • Correct offset calculation in tl.prepro.transform_matrix_offset_center (PR #855)

Removed

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