Dataset v3 (#1412)

Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Co-authored-by: Remi Cadene <re.cadene@gmail.com>
Co-authored-by: Tavish <tavish9.chen@gmail.com>
Co-authored-by: fracapuano <francesco.capuano@huggingface.co>
Co-authored-by: CarolinePascal <caroline8.pascal@gmail.com>

pyproject.toml

@@ -84,7 +84,6 @@ dependencies = [
 
     # Support dependencies
     "deepdiff>=7.0.1,<9.0.0",
-    "flask>=3.0.3,<4.0.0",
     "imageio[ffmpeg]>=2.34.0,<3.0.0",
     "termcolor>=2.4.0,<4.0.0",
 ]