{"repo":"deepghs/imgutils","free":true,"listed":false,"github":"https://github.com/deepghs/imgutils","clone":"git clone https://github.com/deepghs/imgutils.git","description":"A convenient and user-friendly anime-style image data processing library that integrates various advanced anime-style image processing models","language":"Python","stars":408,"topics":["anime","image-processing","python"],"license":"MIT","category":"media-processing","readme_excerpt":"imgutils A convenient and user-friendly anime-style image data processing library that integrates various advanced anime-style image processing models. Installation You can simply install it with pip command line from the official PyPI site. If your operating environment includes a available GPU, you can use the following installation command to achieve higher performance: For more information about installation, you can refer to Installation. Supported or Developing Features Tachie(差分) Detection and Clustering Contrastive Character Image Pretraining Object Detection Edge Detection / Lineart Generation Monochrome Image Detection Truncated Image Check Image Tagging Character Extraction imgutils also includes many other features besides that. For detailed descriptions and examples, please refer to the official documentation. Here, we won't go into each of them individually. Tachie(差分) Detection and Clustering For the dataset, we need to filter the differences between the tachie(差分). As shown in the following picture We can use lpips clustering to cluster such situations as shown below Contrastive Character Image Pretraining We can use imgutils to extract features from anime character images (containing only a single character), calculate the visual dissimilarity between two characters, and determine whether two images depict the same character. We can also perform clustering operations based on this metric, as shown below For more usage, please refer to official documentation o","default_branch":null,"files":null,"tree":[],"storefront":"/r/deepghs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/deepghs/imgutils/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}