Add pixel channels

convert_dataset_16_to_20.py

@@ -261,10 +261,13 @@ def _get_video_info(video_path: Path | str) -> dict:
     num, denom = map(int, r_frame_rate.split("/"))
     fps = num / denom
 
+    pixel_channels = get_video_pixel_channels(video_stream_info["pix_fmt"])
+
     video_info = {
         "video.fps": fps,
         "video.width": video_stream_info["width"],
         "video.height": video_stream_info["height"],
+        "video.channels": pixel_channels,
         "video.codec": video_stream_info["codec_name"],
         "video.pix_fmt": video_stream_info["pix_fmt"],
         **_get_audio_info(video_path),
@@ -293,12 +296,38 @@ def get_videos_info(repo_id: str, local_dir: Path, video_keys: list[str]) -> dic
     return videos_info_dict
 
 
+def get_video_pixel_channels(pix_fmt: str) -> int:
+    if "gray" in pix_fmt or "depth" in pix_fmt or "monochrome" in pix_fmt:
+        return 1
+    elif "rgba" in pix_fmt or "yuva" in pix_fmt:
+        return 4
+    elif "rgb" in pix_fmt or "yuv" in pix_fmt:
+        return 3
+    else:
+        raise ValueError("Unknown format")
+
+
+def get_image_pixel_channels(image: Image):
+    if image.mode == "L":
+        return 1  # Grayscale
+    elif image.mode == "LA":
+        return 2  # Grayscale + Alpha
+    elif image.mode == "RGB":
+        return 3  # RGB
+    elif image.mode == "RGBA":
+        return 4  # RGBA
+    else:
+        raise ValueError("Unknown format")
+
+
 def get_video_shapes(videos_info: dict, video_keys: list) -> dict:
     video_shapes = {}
     for img_key in video_keys:
+        channels = get_video_pixel_channels(videos_info[img_key]["video.pix_fmt"])
         video_shapes[img_key] = {
             "width": videos_info[img_key]["video.width"],
             "height": videos_info[img_key]["video.height"],
+            "channels": channels,
         }
 
     return video_shapes
@@ -309,9 +338,11 @@ def get_image_shapes(table: pa.Table, image_keys: list) -> dict:
     for img_key in image_keys:
         image_bytes = table[img_key][0].as_py()  # Assuming first row
         image = Image.open(BytesIO(image_bytes["bytes"]))
+        channels = get_image_pixel_channels(image)
         image_shapes[img_key] = {
             "width": image.width,
             "height": image.height,
+            "channels": channels,
         }
 
     return image_shapes