From d3c83d8a624ed12a01d99f5594b68a3c5cfdd432 Mon Sep 17 00:00:00 2001 From: menyifang Date: Mon, 20 Feb 2023 19:04:39 +0800 Subject: [PATCH] update --- README.md | 3 ++- input.mp4 | Bin 0 -> 839142 bytes run_vid.py | 42 ++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 44 insertions(+), 1 deletion(-) create mode 100644 input.mp4 create mode 100644 run_vid.py diff --git a/README.md b/README.md index 1fbf1e1..37c4684 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ https://img.shields.io/badge/ModelScope-Spaces-blue)](https://modelscope.cn/#/mo * python 3 * tensorflow (>=1.14) * easydict +* imageio[ffmpeg] * numpy * both CPU/GPU are supported @@ -101,7 +102,7 @@ python run.py video can be directly processed as image sequences, style choice [option: anime, 3d, handdrawn, sketch, artstyle, sd-design, sd-illustration] ```bash -python run_vid.py --style anime +python run_vid.py --video_path input.mp4 --save_path res.mp4 --style anime ``` diff --git a/input.mp4 b/input.mp4 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z_6@oMpaZ@^fCOX#Uqgw4KwRU%Tf3?NoCjn;FaH9-5AZ+({f1@${80Pj81Uae35f9^CLkNRnz$GOrIxMfKjmK{>3`15z-;bh=-^=Um+)VS m-tu45KV_+l{a=NICWikA|5XZ-HFPs$=VbWI%D~LT^#1{lrRre- literal 0 HcmV?d00001 diff --git a/run_vid.py b/run_vid.py new file mode 100644 index 0000000..4dd051e --- /dev/null +++ b/run_vid.py @@ -0,0 +1,42 @@ +import cv2, argparse +import imageio +from tqdm import tqdm +import numpy as np +from modelscope.outputs import OutputKeys +from modelscope.pipelines import pipeline +from modelscope.utils.constant import Tasks + +def process(args): + style = args.style + print('choose style %s'%style) + + reader = imageio.get_reader(args.video_path) + fps = reader.get_meta_data()['fps'] + writer = imageio.get_writer(args.save_path, mode='I', fps=fps, codec='libx264') + + if style == "anime": + style = "" + else: + style = '-' + style + + model_name = 'damo/cv_unet_person-image-cartoon' + style + '_compound-models' + img_cartoon = pipeline(Tasks.image_portrait_stylization, model=model_name) + + for _, img in tqdm(enumerate(reader)): + result = img_cartoon(img[..., ::-1]) + res = result[OutputKeys.OUTPUT_IMG] + writer.append_data(res[..., ::-1].astype(np.uint8)) + writer.close() + print('finished!') + print('result saved to %s'% args.save_path) + + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--video_path', type=str, default='PATH/TO/YOUR/MP4') + parser.add_argument('--save_path', type=str, default='res.mp4') + parser.add_argument('--style', type=str, default='anime') + + args = parser.parse_args() + + process(args)

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