diff --git a/README.md b/README.md index 16b6918..78a9c6e 100644 --- a/README.md +++ b/README.md @@ -33,6 +33,8 @@ towhee.dc(['./demo_video.mp4']) \ .show() ``` + + - Encode text: ```python import towhee @@ -41,6 +43,7 @@ towhee.dc(['kids feeding and playing with the horse']) \ .video_text_embedding.frozen_in_time(model_name='frozen_in_time_base_16_244', modality='text', device='cpu') \ .show() ``` + *Write a same pipeline with explicit inputs/outputs name specifications:* @@ -48,16 +51,19 @@ towhee.dc(['kids feeding and playing with the horse']) \ import towhee towhee.dc['path'](['./demo_video.mp4']) \ - .video_decode.ffmpeg['path', 'frames'](sample_type='uniform_temporal_subsample', args={'num_samples': 4}) \ - .runas_op['frames', 'frames'](func=lambda x: [y for y in x]) \ - .video_text_embedding.frozen_in_time['frames', 'vec'](model_name='frozen_in_time_base_16_244', modality='video', device='cpu') \ - .show() + .video_decode.ffmpeg['path', 'frames'](sample_type='uniform_temporal_subsample', args={'num_samples': 4}) \ + .runas_op['frames', 'frames'](func=lambda x: [y for y in x]) \ + .video_text_embedding.frozen_in_time['frames', 'vec'](model_name='frozen_in_time_base_16_244', modality='video', device='cpu') \ + .select['path', 'vec']() \ + .show(formatter={'path': 'video_path'}) towhee.dc['text'](["kids feeding and playing with the horse"]) \ .video_text_embedding.frozen_in_time['text','vec'](model_name='frozen_in_time_base_16_244', modality='text', device='cpu') \ .select['text', 'vec']() \ .show() ``` + +
diff --git a/result1.png b/result1.png new file mode 100644 index 0000000..e455dd3 Binary files /dev/null and b/result1.png differ diff --git a/result2.png b/result2.png new file mode 100644 index 0000000..5d027b7 Binary files /dev/null and b/result2.png differ diff --git a/result3.png b/result3.png new file mode 100644 index 0000000..3444e60 Binary files /dev/null and b/result3.png differ diff --git a/result4.png b/result4.png new file mode 100644 index 0000000..58b351c Binary files /dev/null and b/result4.png differ