From 2f079cbf2c3e221fdacf23257fd0c0cd2bb218ca Mon Sep 17 00:00:00 2001 From: Jael Gu Date: Tue, 7 Feb 2023 14:58:53 +0800 Subject: [PATCH] Update Signed-off-by: Jael Gu --- README.md | 37 +++++++++++-------------------------- requirements.txt | 6 +++--- result.png | Bin 0 -> 14998 bytes result1.png | Bin 14177 -> 0 bytes result2.png | Bin 95167 -> 0 bytes 5 files changed, 14 insertions(+), 29 deletions(-) create mode 100644 result.png delete mode 100644 result1.png delete mode 100644 result2.png diff --git a/README.md b/README.md index 69f3518..ae2e61f 100644 --- a/README.md +++ b/README.md @@ -19,37 +19,22 @@ and maps vectors with labels. Use the pretrained TimeSformer model ('timesformer_k400_8x224') to classify and generate a vector for the given video path './archery.mp4' ([download](https://dl.fbaipublicfiles.com/pytorchvideo/projects/archery.mp4)). - *Write the pipeline in simplified style*: +*Write a pipeline with explicit inputs/outputs name specifications:* ```python -import towhee - -( - towhee.glob('./archery.mp4') - .video_decode.ffmpeg() - .action_classification.timesformer(model_name='timesformer_k400_8x224') - .show() +from towhee.dc2 import pipe, ops, DataCollection + +p = ( + pipe.input('path') + .map('path', 'frames', ops.video_decode.ffmpeg()) + .map('frames', ('labels', 'scores', 'features'), + ops.action_classification.timesformer(model_name='timesformer_k400_8x224')) + .output('path', 'labels', 'scores', 'features') ) -``` - - -
-*Write a same pipeline with explicit inputs/outputs name specifications:* - -```python -import towhee - -( - towhee.glob['path']('./archery.mp4') - .video_decode.ffmpeg['path', 'frames']() - .action_classification.timesformer['frames', ('labels', 'scores', 'features')]( - model_name='timesformer_k400_8x224') - .select['path', 'labels', 'scores', 'features']() - .show(formatter={'path': 'video_path'}) -) +DataCollection(p('./archery.mp4')).show() ``` - +
diff --git a/requirements.txt b/requirements.txt index a0a47cd..53e3d75 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,6 +1,6 @@ -towhee.models>=0.7.0 - -towhee>=0.7.0 +# towhee.models>=0.7.0 +# towhee>=0.7.0 +einops scipy torchvision torch diff --git a/result.png b/result.png new file mode 100644 index 0000000000000000000000000000000000000000..fdcaa1ed2d75fb9c8def1e4b31c83227c20fd43a GIT binary patch literal 14998 zcmd73WmH>T7cLrFDA1xsi)(SW;uH@QCjkN!iW7=kaY`L0c=2L|B)Dq}E!N@$x1uGu zJKU7M-}jy$=bmxKIA`2(|Ln1{*W7!~HRV}r?e*k?uC^NCU7EW90DusvuB;CL;D7-D ztZ+Qc4M5v3l@9=blsQoOvEd7>jS(R%00{sfczNDXj}7=jX~m2s7z^&la-aYpZ#hsX zzyXjbK-D03C>X2iZZ;|e)A8pX&dp_j8`B#2+xJ%h1i(mvFpp+~LRl(Z)r9oSO&Pz8 z1@x`^N$IRUgZZVr13nZ=C9zVBWPVG{66c@+eIEPS5ucmza}8uOaI(M|-cj?7_+AdQ zSvZc`rP?s;BUGcvNQ#epwp;@TyX?!)^y~AP_4HH``|)-{;%E`i$`Ao3+usj=J`K2z z@Kl`WL|1Pr5_})4H-8Z(qy1h$l-;Pd=`~l6SASfGxpRopX;vhvHMhCBSqP62HW0Hg z^|+05&seSP0-co1uTuY+EUg3jE#M6o=Q0^Qh>gyu{OpXg2d^B}0p-E3&G~E$Dlg{b 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