|  |  | @ -30,11 +30,11 @@ import towhee | 
			
		
	
		
			
				
					|  |  |  | towhee.dc(['./demo_video.mp4']) \ | 
			
		
	
		
			
				
					|  |  |  |     .video_decode.ffmpeg(sample_type='uniform_temporal_subsample', args={'num_samples': 12}) \ | 
			
		
	
		
			
				
					|  |  |  |     .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() | 
			
		
	
		
			
				
					|  |  |  | 
 | 
			
		
	
		
			
				
					|  |  |  | 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() | 
			
		
	
		
			
				
					|  |  |  | ``` | 
			
		
	
		
			
				
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 | 
			
		
	
	
		
			
				
					|  |  | @ -49,11 +49,11 @@ import towhee | 
			
		
	
		
			
				
					|  |  |  | towhee.dc['path'](['./demo_video.mp4']) \ | 
			
		
	
		
			
				
					|  |  |  |         .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]) \ | 
			
		
	
		
			
				
					|  |  |  |         .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'}) | 
			
		
	
		
			
				
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 | 
			
		
	
		
			
				
					|  |  |  | 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']() \ | 
			
		
	
		
			
				
					|  |  |  |       .show() | 
			
		
	
		
			
				
					|  |  |  | ``` | 
			
		
	
	
		
			
				
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