yuyuyuyuyuty
commented
1 month ago I used the command in the readme：To run scripts/video_fvd.py, tensorflow and tensorflow_hub are required. Install with e.g. pip install tensorflow==2.8 tensorflow_hub==0.12.0， but I got an error i3d_model = hub.Module(hub.resolve(module_spec), name=module_name)
AttributeError: module 'tensorflow_hub' has no attribute 'Module'. After I looked it up, I found that the reason was because the version was too high. Did you make any changes later?
Hi , I tried to use your provided code to calculate FVD, but I encountered an error. Could you please help me understand what might be causing it? Traceback (most recent call last): File "/home/huxuemin/huangtingyu/fddpm/scripts/video_fvd.py", line 121, in
fvd = compute_fvd(test_dataset, sample_dataset, T=model_args.T, num_videos=args.num_videos, batch_size=args.batch_size)
File "/home/huxuemin/huangtingyu/fddpm/scripts/video_fvd.py", line 68, in compute_fvd
fvd_handler = FVD(batch_size=int(batch_size), T=T, frame_shape=[H, W, C])
File "/home/huxuemin/huangtingyu/fddpm/scripts/video_fvd.py", line 40, in init
self.vid_feature_vec = fvd.create_id3_embedding(fvd.preprocess(self.vid, (224, 224)), batch_size=self.batch_size)
File "/home/huxuemin/huangtingyu/fddpm/improved_diffusion/frechet_video_distance.py", line 112, in create_id3_embedding
tf.assert_equal(
File "/home/huxuemin/miniconda3/envs/hty/lib/python3.10/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
raise e.with_traceback(filtered_tb) from None
File "/home/huxuemin/miniconda3/envs/hty/lib/python3.10/site-packages/tensorflow/python/framework/tensor_util.py", line 400, in _AssertCompatible
raise TypeError(f"Expected {dtype.name}, but got {mismatch} of type "
TypeError: Expected int32, but got invalid frame batch size: of type 'str'.