B-W-Colorising-Models

所属分类:collect
开发工具:Jupyter Notebook
文件大小:0KB
下载次数:0
上传日期:2023-09-17 14:08:15
上 传 者sh-1993
说明:  这是一个使用机器学习和深度学习开发和评估从黑白到彩色图像的转换模型的项目
(This is a project for developing and evaluating models that do translation from B&W to colored images using machine learning and deep learning)

文件列表:
artifacts/ (0, 2023-11-28)
artifacts/__pycache__/ (0, 2023-11-28)
artifacts/__pycache__/cwgan.cpython-311.pyc (17587, 2023-11-28)
artifacts/cwgan.py (9637, 2023-11-28)
notebooks/ (0, 2023-11-28)
notebooks/CNN-colorized model.ipynb (5187155, 2023-11-28)
notebooks/Final_CNN-colorized model.ipynb (2036783, 2023-11-28)
notebooks/colorization/ (0, 2023-11-28)
notebooks/colorization/LICENSE (1351, 2023-11-28)
notebooks/colorization/colorizers/ (0, 2023-11-28)
notebooks/colorization/colorizers/__init__.py (102, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/ (0, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/__init__.cpython-311.pyc (340, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/__init__.cpython-37.pyc (285, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/base_color.cpython-311.pyc (1710, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/base_color.cpython-37.pyc (1238, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/eccv16.cpython-311.pyc (7796, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/eccv16.cpython-37.pyc (3257, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/siggraph17.cpython-311.pyc (11036, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/siggraph17.cpython-37.pyc (4356, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/util.cpython-311.pyc (3073, 2023-11-28)
notebooks/colorization/colorizers/__pycache__/util.cpython-37.pyc (1711, 2023-11-28)
notebooks/colorization/colorizers/base_color.py (478, 2023-11-28)
notebooks/colorization/colorizers/eccv16.py (4718, 2023-11-28)
notebooks/colorization/colorizers/siggraph17.py (7507, 2023-11-28)
notebooks/colorization/colorizers/util.py (1440, 2023-11-28)
notebooks/colorization/demo_release.py (1806, 2023-11-28)
notebooks/colorization/imgs/ (0, 2023-11-28)
notebooks/colorization/imgs/ILSVRC2012_val_00041580.JPEG (136567, 2023-11-28)
notebooks/colorization/imgs/ILSVRC2012_val_00046524.JPEG (153417, 2023-11-28)
notebooks/colorization/imgs/ILSVRC2012_val_00046834.JPEG (104765, 2023-11-28)
notebooks/colorization/imgs/ansel_adams.jpg (1865607, 2023-11-28)
notebooks/colorization/imgs/ansel_adams2.jpg (103278, 2023-11-28)
notebooks/colorization/imgs/ansel_adams3.jpg (155957, 2023-11-28)
notebooks/colorization/imgs_out/ (0, 2023-11-28)
notebooks/colorization/imgs_out/saved_eccv16.png (1120728, 2023-11-28)
notebooks/colorization/imgs_out/saved_siggraph17.png (1162181, 2023-11-28)
notebooks/colorization/requirements.txt (48, 2023-11-28)
... ...

# B-W-Colorising-Models This is a repository for the course project for Practical Machine Learning and Deep Learning course in Innopolis University. The project is about image colorization of black and white images. Several well-established colorizing CNN and GAN models were tested and evaluated. We have also written our own CNN model, and evaluated it against the competition. Examples of colorization produced by our model are given below: ![image](https://github.com/Daru1914/B-W-Colorising-Models/assets/63430051/1af122ae-de43-498f-860b-7cb63160f988) ![image](https://github.com/Daru1914/B-W-Colorising-Models/assets/63430051/231e21a4-88e0-4219-aef5-0c4c07154f7f)

近期下载者

相关文件


收藏者