ultralytics 8.0.62 HUB Syntax updates and fixes (#1795)

Co-authored-by: Danny Kim <imbird0312@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: MagicCodess <32194768+MagicCodess@users.noreply.github.com>
Co-authored-by: ayush chaurasia <ayush.chaurarsia@gmail.com>
Co-authored-by: Amjad Alsharafi <26300843+Amjad50@users.noreply.github.com>

ultralytics/yolo/cfg/__init__.py

@@ -9,8 +9,8 @@ from types import SimpleNamespace
 from typing import Dict, List, Union
 
 from ultralytics.yolo.utils import (DEFAULT_CFG, DEFAULT_CFG_DICT, DEFAULT_CFG_PATH, LOGGER, ROOT, USER_CONFIG_DIR,
-                                    IterableSimpleNamespace, __version__, checks, colorstr, get_settings, yaml_load,
-                                    yaml_print)
+                                    IterableSimpleNamespace, __version__, checks, colorstr, deprecation_warn,
+                                    get_settings, yaml_load, yaml_print)
 
 # Define valid tasks and modes
 MODES = 'train', 'val', 'predict', 'export', 'track', 'benchmark'
@@ -71,7 +71,7 @@ CFG_INT_KEYS = ('epochs', 'patience', 'batch', 'workers', 'seed', 'close_mosaic'
                 'line_thickness', 'workspace', 'nbs', 'save_period')
 CFG_BOOL_KEYS = ('save', 'exist_ok', 'verbose', 'deterministic', 'single_cls', 'image_weights', 'rect', 'cos_lr',
                  'overlap_mask', 'val', 'save_json', 'save_hybrid', 'half', 'dnn', 'plots', 'show', 'save_txt',
-                 'save_conf', 'save_crop', 'hide_labels', 'hide_conf', 'visualize', 'augment', 'agnostic_nms',
+                 'save_conf', 'save_crop', 'show_labels', 'show_conf', 'visualize', 'augment', 'agnostic_nms',
                  'retina_masks', 'boxes', 'keras', 'optimize', 'int8', 'dynamic', 'simplify', 'nms', 'v5loader')
 
 
@@ -140,6 +140,22 @@ def get_cfg(cfg: Union[str, Path, Dict, SimpleNamespace] = DEFAULT_CFG_DICT, ove
     return IterableSimpleNamespace(**cfg)
 
 
+def _handle_deprecation(custom):
+    """
+    Hardcoded function to handle deprecated config keys
+    """
+
+    for key in custom.copy().keys():
+        if key == 'hide_labels':
+            deprecation_warn(key, 'show_labels')
+            custom['show_labels'] = custom.pop('hide_labels') == 'False'
+        if key == 'hide_conf':
+            deprecation_warn(key, 'show_conf')
+            custom['show_conf'] = custom.pop('hide_conf') == 'False'
+
+    return custom
+
+
 def check_cfg_mismatch(base: Dict, custom: Dict, e=None):
     """
     This function checks for any mismatched keys between a custom configuration list and a base configuration list.
@@ -149,6 +165,7 @@ def check_cfg_mismatch(base: Dict, custom: Dict, e=None):
         - custom (Dict): a dictionary of custom configuration options
         - base (Dict): a dictionary of base configuration options
     """
+    custom = _handle_deprecation(custom)
     base, custom = (set(x.keys()) for x in (base, custom))
     mismatched = [x for x in custom if x not in base]
     if mismatched:

ultralytics/yolo/cfg/default.yaml

@@ -55,8 +55,8 @@ show: False  # show results if possible
 save_txt: False  # save results as .txt file
 save_conf: False  # save results with confidence scores
 save_crop: False  # save cropped images with results
-hide_labels: False  # hide labels
-hide_conf: False  # hide confidence scores
+show_labels: True  # show object labels in plots
+show_conf: True  # show object confidence scores in plots
 vid_stride: 1  # video frame-rate stride
 line_thickness: 3  # bounding box thickness (pixels)
 visualize: False  # visualize model features