update data processing

tools/optical_flow/README.md

@@ -1 +0,0 @@
-`python tools/optical_flow/inference.py --meta_path ./data/Panda-70M/processed/meta/test_intact_cut_head-100.csv`

tools/scoring/README.md

@@ -0,0 +1,8 @@
+## Data Scoring and Filtering
+
+### Aesthetic Score
+
+### Optical Flow Score
+`python tools/scoring/optical_flow/inference.py --meta_path ./data/Panda-70M/processed/meta/test_intact_cut_head-100.csv`
+
+### Matching Score

tools/scoring/optical_flow/inference.py

@@ -4,7 +4,6 @@ print(f'Current working directory: {os.getcwd()}')
 
 import argparse
 import av
-import decord
 import numpy as np
 import pandas as pd
 from einops import rearrange
@@ -16,6 +15,7 @@ import torch.nn.functional as F
 from torch.utils.data import Dataset
 from torchvision.transforms.functional import pil_to_tensor
 
+import decord
 from unimatch import UniMatch
 
 

tools/splitting/README.md

@@ -0,0 +1,7 @@
+## Scene Detection and Video Splitting
+
+### Scene Detection
+TODO
+
+### Video Splitting
+TODO