new inference script

animation/animate-x/inference_cli.py

@@ -0,0 +1,111 @@
+#!/usr/bin/env python3
+
+import argparse
+import os
+
+from utils.config import Config
+from utils.registry_class import INFER_ENGINE
+
+def parse_args():
+    parser = argparse.ArgumentParser(
+        description="Inference script",
+        add_help=True
+    )
+    parser.add_argument(
+        "--image_file",
+        type=str,
+        default=None,
+        required=True
+    )
+    parser.add_argument(
+        "--pose_directory",
+        type=str,
+        default=None,
+        required=True
+    )
+    parser.add_argument(
+        "--frame_directory",
+        type=str,
+        default=None,
+        required=True
+    )
+    parser.add_argument(
+        "--pickle_data_file",
+        type=str,
+        default=None,
+        required=True
+    )
+    parser.add_argument(
+        "--max_frames",
+        type=int,
+        default=None,
+        required=False
+    )
+    parser.add_argument(
+        "--width",
+        type=int,
+        default=None,
+        required=False
+    )
+    parser.add_argument(
+        "--height",
+        type=int,
+        default=None,
+        required=False
+    )
+    parser.add_argument(
+        "--seed",
+        type=int,
+        default=14,
+        required=False
+    )
+    #parser.add_argument(
+    #    "--pretrained_model_name_or_path",
+    #    type=str,
+    #    default=None,
+    #    required=True
+    #)
+    args, _unknown = parser.parse_known_args()
+    return args
+
+
+def main():
+    args = parse_args()
+    cfg_update = Config(load=True)
+
+    # NB(bt,2025-02-04): Patching into their config-driven structure is super brittle. Be careful of updates.
+
+    if not args.image_file or not os.path.isfile(args.image_file):
+        raise Exception(f"Image file does not exist: #{args.image_file}")
+
+    if not args.pose_directory or not os.path.isdir(args.pose_directory):
+        raise Exception(f"Pose directory does not exist: #{args.pose_directory}")
+
+    if not args.frame_directory or not os.path.isdir(args.frame_directory):
+        raise Exception(f"Frame directory does not exist: #{args.frame_directory}")
+
+    if not args.pickle_data_file or not os.path.isfile(args.pickle_data_file):
+        raise Exception(f"Pickle data file does not exist: #{args.pickle_data_file}")
+
+    cfg_update.cfg_dict['test_list_path'] = [[
+        4, # ???
+        args.image_file, 
+        args.pose_directory,
+        args.frame_directory,
+        args.pickle_data_file,
+        args.seed,
+    ]]
+
+    if args.max_frames:
+        cfg_update.cfg_dict['max_frames'] = args.max_frames
+
+    if args.width and args.height:
+        cfg_update.cfg_dict['resolution'] = [args.width, args.height]
+
+    print("Configurations:\n\n", cfg_update.cfg_dict, "\n\n")
+
+    INFER_ENGINE.build(dict(type=cfg_update.TASK_TYPE), cfg_update=cfg_update.cfg_dict)
+
+
+if __name__ == '__main__':
+   main() 

animation/animate-x/utils/config.py

@@ -43,12 +43,17 @@ class Config(object):
             default=False, 
             help='Into debug information'
         )
-        parser.add_argument(
-            "opts",
-            help="other configurations",
-            default=None,
-            nargs=argparse.REMAINDER)
-        return parser.parse_args()
+
+        # NB(bt,2025-02-04): We're parsing other arguments downstream of this.
+        #   parser.add_argument(
+        #       "opts",
+        #       help="other configurations",
+        #       default=None,
+        #       nargs=argparse.REMAINDER)
+        #   return parser.parse_args()
+        args, _unknown = parser.parse_known_args()
+        args.opts = []
+        return args
 
     def _path_join(self, path_list):
         path = ""