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ChengZi 3 years ago
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      README.md

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README.md

@ -30,11 +30,11 @@ import towhee
towhee.dc(['./demo_video.mp4']) \ towhee.dc(['./demo_video.mp4']) \
.video_decode.ffmpeg(sample_type='uniform_temporal_subsample', args={'num_samples': 12}) \ .video_decode.ffmpeg(sample_type='uniform_temporal_subsample', args={'num_samples': 12}) \
.runas_op(func=lambda x: [y for y in x]) \ .runas_op(func=lambda x: [y for y in x]) \
.drl(base_encoder='clip_vit_b32', modality='video', device='cpu') \
.video_text_embedding.drl(base_encoder='clip_vit_b32', modality='video', device='cpu') \
.show() .show()
towhee.dc(['kids feeding and playing with the horse']) \ towhee.dc(['kids feeding and playing with the horse']) \
.drl(base_encoder='clip_vit_b32', modality='text', device='cpu') \
.video_text_embedding.drl(base_encoder='clip_vit_b32', modality='text', device='cpu') \
.show() .show()
``` ```
@ -49,11 +49,11 @@ import towhee
towhee.dc['path'](['./demo_video.mp4']) \ towhee.dc['path'](['./demo_video.mp4']) \
.video_decode.ffmpeg['path', 'frames'](sample_type='uniform_temporal_subsample', args={'num_samples': 12}) \ .video_decode.ffmpeg['path', 'frames'](sample_type='uniform_temporal_subsample', args={'num_samples': 12}) \
.runas_op['frames', 'frames'](func=lambda x: [y for y in x]) \ .runas_op['frames', 'frames'](func=lambda x: [y for y in x]) \
.drl['frames', 'vec'](base_encoder='clip_vit_b32', modality='video', device='cpu') \
.video_text_embedding.drl['frames', 'vec'](base_encoder='clip_vit_b32', modality='video', device='cpu') \
.show(formatter={'path': 'video_path'}) .show(formatter={'path': 'video_path'})
towhee.dc['text'](['kids feeding and playing with the horse']) \ towhee.dc['text'](['kids feeding and playing with the horse']) \
.drl['text','vec'](base_encoder='clip_vit_b32', modality='text', device='cpu') \
.video_text_embedding.drl['text','vec'](base_encoder='clip_vit_b32', modality='text', device='cpu') \
.select['text', 'vec']() \ .select['text', 'vec']() \
.show() .show()
``` ```

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