wip

ANAKIN.py

@@ -141,6 +141,7 @@ class Anakin(datasets.GeneratorBasedBuilder):
                 gen_kwargs={
                     "files": data_dir,
                     "masks": mask_dir,
+                    "df": df,
                 },
             ),
             datasets.SplitGenerator(
@@ -149,6 +150,7 @@ class Anakin(datasets.GeneratorBasedBuilder):
                 gen_kwargs={
                     "files": data_dir,
                     "masks": mask_dir,
+                    "df": df,
                 },
             ),
             datasets.SplitGenerator(
@@ -157,13 +159,17 @@ class Anakin(datasets.GeneratorBasedBuilder):
                 gen_kwargs={
                     "files": data_dir,
                     "masks": mask_dir,
+                    "df": df,
                 },
             ),
         ]
 
-    def _generate_examples(self, files, masks):
+    def _generate_examples(self, files, masks, df):
         for key, sample in enumerate(files):
             idx = sample["trimmed"].split("/")[-1].split(".")[0]
-            sample["masks"] = [m for m in masks[idx]]
+            if df[df["video-id"] == idx]["has-masks"].values[0]:
+                sample["masks"] = [m for m in masks[idx]]
+            else:
+                sample["masks"] = None
             print(sample)
             yield key, sample