From 949ce7ab77a9bdb9d0310c68fb7655baa28df369 Mon Sep 17 00:00:00 2001 From: xujinling Date: Mon, 13 Jun 2022 14:56:47 +0800 Subject: [PATCH] add5 Signed-off-by: xujinling --- README.md | 24 +++++++++++++++--------- result1.png | Bin 0 -> 51214 bytes result2.png | Bin 0 -> 156870 bytes 3 files changed, 15 insertions(+), 9 deletions(-) create mode 100644 result1.png create mode 100644 result2.png diff --git a/README.md b/README.md index 33cf6ce..00496dd 100644 --- a/README.md +++ b/README.md @@ -25,8 +25,9 @@ to classify and generate a vector for the given video path './archery.mp4' ([dow import towhee ( - towhee.glob('./archery.mp4') - .video_decode.ffmpeg() + towhee.dc(['./demo_video.mp4']) + .video_decode.ffmpeg(sample_type='uniform_temporal_subsample', args={'num_samples': 4}) + .runas_op(func=lambda x: [y for y in x]) .action_classification.video_swin_transformer(model_name='swin_tiny_patch244_window877_kinetics400_1k') .show() ) @@ -41,10 +42,10 @@ import towhee import towhee ( - towhee.glob['path']('./archery.mp4') - .video_decode.ffmpeg['path', 'frames']() - .action_classification.video_swin_transformer['frames', ('labels', 'scores', 'features')]( - model_name='swin_tiny_patch244_window877_kinetics400_1k') + 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]) + .action_classification.video_swin_transformer['frames', ('labels', 'scores', 'features')](model_name='swin_tiny_patch244_window877_kinetics400_1k') .select['path', 'labels', 'scores', 'features']() .show(formatter={'path': 'video_path'}) ) @@ -57,15 +58,20 @@ import towhee Create the operator via the following factory method -***action_classification.timesformer( -model_name='timesformer_k400_8x224', skip_preprocess=False, classmap=None, topk=5)*** +***action_classification.video_swin_transformer( +model_name='swin_tiny_patch244_window877_kinetics400_1k', skip_preprocess=False, classmap=None, topk=5)*** **Parameters:** ​ ***model_name***: *str* ​ The name of pre-trained model. Supported model names: -- timesformer_k400_8x224 +- swin_tiny_patch244_window877_kinetics400_1k +- swin_base_patch244_window877_kinetics400_1k +- swin_small_patch244_window877_kinetics400_1k +- swin_base_patch244_window877_kinetics400_22k +- swin_base_patch244_window877_kinetics600_22k +- swin_base_patch244_window1677_sthv2 ​ ***skip_preprocess***: *bool* diff --git a/result1.png b/result1.png new file mode 100644 index 0000000000000000000000000000000000000000..d019f6dff48ef56f5d7c6c565871a18834e62de9 GIT binary patch literal 51214 zcmZsBbySqmx3-FaNU0zl(%mIFBGL#*NQ1PLw16-(N_Te+DIL;1NOyO4cMQxh@p0KSBz|oPo zlNQrk+Xvr9b;C<^xxH4^kIwyTxStFJ(=`5nC;$Bd?Tri!RW0k-2rAq)`k`SGG&3oS zrTst|$p4S}@0G2M;Ahv>9}4k1PL&&9Xu=V#6&(aJXa8;VKf#bV@mkn?g{=)M+)6_Y zsbF^1%=h6_=M&fe=^u_{7Baw{cM@cx zy!JFUDs7My6$axHKm3d7Ki!Y-+cFE4wUjpQwtvT<7c>D*2Dgpy>-D6o|BC-Vv6yN= z!bo{S8MGZ5&s@8VX+7F+M2%hkFTirhogr$T?sO59UIlI@ESBi^{oi19|6tPd6`rh= z+g#u_#jNFH2d)3%b$lOiW@{DQT|sNFvsCz~$r%>h*0P}r 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