object_detection_leaderboard / utils_display.py
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checking model already evaluated
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from dataclasses import dataclass
# These classes are for user facing column names, to avoid having to change them
# all around the code when a modif is needed
@dataclass
class ColumnContent:
name: str
type: str
def fields(raw_class):
return [v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"]
@dataclass(frozen=True)
class AutoEvalColumn: # Auto evals column
model = ColumnContent("Model", "markdown")
ap = ColumnContent("AP", "str")
ap50 = ColumnContent("AP@.50", "number")
ap75 = ColumnContent("AP@.75", "number")
ap_small = ColumnContent("AP-S", "number")
ap_medium = ColumnContent("AP-M", "number")
ap_large = ColumnContent("AP-L", "number")
ar_1 = ColumnContent("AR1", "number")
ar_10 = ColumnContent("AR10", "number")
ar_100 = ColumnContent("AR100", "number")
ar_small = ColumnContent("AR-S", "number")
ar_medium = ColumnContent("AR-M", "number")
ar_large = ColumnContent("AR-L", "number")
fps = ColumnContent("FPS(*)", "number")
license = ColumnContent("hub license", "str")
def make_clickable_model(model_name):
link = f"https://huggingface.co/{model_name}"
return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{model_name}</a>'
def styled_error(error):
return f"<p style='color: red; font-size: 20px; text-align: center;'>{error}</p>"
def styled_warning(warn):
return f"<p style='color: orange; font-size: 20px; text-align: center;'>{warn}</p>"
def styled_message(message):
return f"<p style='color: green; font-size: 20px; text-align: center;'>{message}</p>"