diff --git a/deepface/commons/package_utils.py b/deepface/commons/package_utils.py index 2226e07..7fc6099 100644 --- a/deepface/commons/package_utils.py +++ b/deepface/commons/package_utils.py @@ -1,4 +1,5 @@ # built-in dependencies +import os import hashlib # 3rd party dependencies @@ -21,12 +22,22 @@ def get_tf_major_version() -> int: def find_hash_of_file(file_path: str) -> str: """ - Find hash of image file + Find the hash of given image file with its properties + finding the hash of image content is costly operation Args: file_path (str): exact image path Returns: hash (str): digest with sha1 algorithm """ - with open(file_path, "rb") as f: - digest = hashlib.sha1(f.read()).hexdigest() - return digest + file_stats = os.stat(file_path) + + # some properties + file_size = file_stats.st_size + creation_time = file_stats.st_ctime + modification_time = file_stats.st_mtime + + properties = f"{file_size}-{creation_time}-{modification_time}" + + hasher = hashlib.sha1() + hasher.update(properties.encode("utf-8")) + return hasher.hexdigest() diff --git a/deepface/modules/demography.py b/deepface/modules/demography.py index 9f4516a..fa15c3a 100644 --- a/deepface/modules/demography.py +++ b/deepface/modules/demography.py @@ -96,7 +96,7 @@ def analyze( - 'white': Confidence score for White ethnicity. """ - # validate actions + # if actions is passed as tuple with single item, interestingly it becomes str here if isinstance(actions, str): actions = (actions,)