Name | Modified | Size | Downloads / Week |
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Parent folder | |||
README.md | 2024-04-16 | 2.1 kB | |
v0.0.90 source code.tar.gz | 2024-04-16 | 26.9 MB | |
v0.0.90 source code.zip | 2024-04-16 | 27.0 MB | |
Totals: 3 Items | 53.9 MB | 1 |
๐ DeepFace 0.0.90 Release Notes
๐๏ธ Improved Eye Detection:
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Now utilizes dlib detector for obtaining the centers of the left and right eyes, enhancing accuracy and reliability (https://github.com/serengil/deepface/pull/1138).
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Eye positioning is now relative to the person instead of the observer, aligning with biological standards (https://github.com/serengil/deepface/pull/1140).
๐ป Enhanced Performance:
- Fast MtCnn detector now supports GPU acceleration for faster processing (https://github.com/serengil/deepface/pull/1145).
๐ Model Correction:
- FaceNet model now correctly uses InceptionResNetV1, rectifying the mislabeling as V2 in its docstring (https://github.com/serengil/deepface/pull/1151).
๐ง Streamlined Functionality:
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Embeddings extraction function renamed to "forward" and moved to superclass for improved modularity (https://github.com/serengil/deepface/pull/1156).
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Improved file detection by examining content type instead of relying solely on file extension, enhancing security (https://github.com/serengil/deepface/pull/1171, https://github.com/serengil/deepface/pull/1173, https://github.com/serengil/deepface/pull/1174).
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Separated resize functionality into representation module for better code organization (https://github.com/serengil/deepface/pull/1175).
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Singleton pattern implemented for logger classes to optimize resource usage (https://github.com/serengil/deepface/pull/1177).
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Introduction of CenterFace face detector to DeepFace's toolkit (https://github.com/serengil/deepface/pull/1184).
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Consideration of additional arguments impacting embeddings during facial database creation (https://github.com/serengil/deepface/pull/1185).
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Introduction of File Utils for improved file management (https://github.com/serengil/deepface/pull/1186).
๐ ๏ธ Bug Fixes:
- Detection post-alignment now validates projected coordinates against base image size to prevent failures due to invalid coordinates (https://github.com/serengil/deepface/pull/1191).