serengil/deepface

Pattern Findings

191 matches across 8 categories. Click a row to expand file-level details.

Decorative Section Separators42 hits · 140 pts

Severity	File	Line	Snippet
MEDIUM	deepface/DeepFace.py	37	# -----------------------------------
MEDIUM	deepface/DeepFace.py	48	# -----------------------------------
MEDIUM	deepface/models/facial_recognition/Facenet.py	14	# --------------------------------
MEDIUM	deepface/models/facial_recognition/Facenet.py	56	# --------------------------------
MEDIUM	deepface/models/facial_recognition/VGGFace.py	15	# ---------------------------------------
MEDIUM	deepface/models/facial_recognition/VGGFace.py	39	# ---------------------------------------
MEDIUM	deepface/models/facial_recognition/DeepID.py	88	# ---------------------------------
MEDIUM	deepface/models/facial_recognition/FbDeepFace.py	8	# --------------------------------
MEDIUM	deepface/models/facial_recognition/FbDeepFace.py	84	# ---------------------------------
MEDIUM	deepface/models/facial_recognition/ArcFace.py	14	# --------------------------------
MEDIUM	deepface/models/facial_recognition/ArcFace.py	86	# ---------------------------------------
MEDIUM	deepface/models/facial_recognition/ArcFace.py	92	# ---------------------------------------
MEDIUM	deepface/models/facial_recognition/OpenFace.py	31	# ---------------------------------------
MEDIUM	deepface/models/facial_recognition/OpenFace.py	387	# -----------------------------------
MEDIUM	deepface/models/facial_recognition/OpenFace.py	395	# -----------------------------------
MEDIUM	deepface/models/demography/Age.py	79	# --------------------------
MEDIUM	deepface/models/demography/Age.py	87	# --------------------------
MEDIUM	deepface/models/demography/Age.py	91	# --------------------------
MEDIUM	deepface/models/demography/Gender.py	16	# -------------------------------------
MEDIUM	deepface/models/demography/Gender.py	18	# -------------------------------------
MEDIUM	deepface/models/demography/Gender.py	77	# --------------------------
MEDIUM	deepface/models/demography/Gender.py	85	# --------------------------
MEDIUM	deepface/models/demography/Gender.py	89	# --------------------------
MEDIUM	deepface/models/demography/Race.py	73	# --------------------------
MEDIUM	deepface/models/demography/Race.py	81	# --------------------------
MEDIUM	deepface/models/demography/Race.py	85	# --------------------------
MEDIUM	deepface/models/demography/Emotion.py	121	# ----------------------------
MEDIUM	deepface/models/face_detection/OpenCv.py	107	# ----------------------------------------------------------------
MEDIUM	deepface/models/face_detection/OpenCv.py	117	# ----------------------------------------------------------------
MEDIUM	deepface/models/face_detection/OpenCv.py	131	# -----------------------
MEDIUM	deepface/modules/recognition.py	283	# ----------------------------
MEDIUM	deepface/modules/recognition.py	387	# ---------------------------
MEDIUM	deepface/modules/recognition.py	405	# -----------------------------------
MEDIUM	deepface/modules/representation.py	154	# ---------------------------------
MEDIUM	deepface/modules/demography.py	148	# ---------------------------------
MEDIUM	deepface/modules/demography.py	235	# -----------------------------
MEDIUM	tests/unit/face-recognition-how.py	14	# ----------------------------------------------
MEDIUM	tests/unit/face-recognition-how.py	25	# ----------------------------------------------
MEDIUM	tests/unit/face-recognition-how.py	41	# ----------------------------------------------
MEDIUM	tests/unit/face-recognition-how.py	60	# ----------------------------------------------
MEDIUM	tests/unit/face-recognition-how.py	76	# ----------------------------------------------
MEDIUM	tests/unit/face-recognition-how.py	107	# ----------------------------------------------

Hyper-Verbose Identifiers91 hits · 91 pts

Severity	File	Line	Snippet
LOW	deepface/commons/image_utils.py	135	def load_image_from_io_object(obj: IO[bytes]) -> NDArray[Any]:
LOW	deepface/commons/image_utils.py	191	def load_image_from_file_storage(file: FileStorage) -> NDArray[Any]:
LOW	deepface/commons/weight_utils.py	29	def download_weights_if_necessary(
LOW	deepface/commons/weight_utils.py	104	def download_all_models_in_one_shot() -> None:
LOW	deepface/models/Demography.py	58	def _preprocess_batch_or_single_input(
LOW	deepface/api/src/modules/core/routes.py	29	def extract_image_from_request(img_key: str) -> Union[str, NDArray[Any]]:
LOW	deepface/modules/verification.py	133	def extract_embeddings_and_facial_areas(
LOW	deepface/modules/verification.py	243	def __extract_faces_and_embeddings(
LOW	deepface/modules/streaming.py	226	def build_facial_recognition_model(model_name: str) -> None:
LOW	deepface/modules/streaming.py	504	def perform_facial_recognition(
LOW	deepface/modules/streaming.py	561	def perform_demography_analysis(
LOW	deepface/modules/normalization.py	12	def normalize_embedding_minmax(
LOW	tests/unit/test_find_batched.py	18	def test_find_with_exact_path():
LOW	tests/unit/test_find_batched.py	57	def test_batched_find_with_similarity_search():
LOW	tests/unit/test_find_batched.py	103	def test_find_with_array_input():
LOW	tests/unit/test_find_batched.py	126	def test_find_with_extracted_faces():
LOW	tests/unit/test_singleton.py	6	def test_singleton_same_object():
LOW	tests/unit/test_encrypt.py	76	def test_encrypt_single_skip_case():
LOW	tests/unit/test_encrypt.py	121	def test_encrypt_batch_skip_case():
LOW	tests/unit/test_encrypt.py	176	def test_homomorphic_encryption():
LOW	tests/unit/test_verify.py	17	def test_different_facial_recognition_models():
LOW	tests/unit/test_verify.py	76	def test_different_face_detectors():
LOW	tests/unit/test_verify.py	112	def test_verify_for_preloaded_image():
LOW	tests/unit/test_verify.py	120	def test_verify_for_precalculated_embeddings():
LOW	tests/unit/test_verify.py	159	def test_verify_with_precalculated_embeddings_for_incorrect_model():
LOW	tests/unit/test_verify.py	177	def test_verify_for_broken_embeddings():
LOW	tests/unit/test_verify.py	189	def test_verify_for_nested_embeddings():
LOW	tests/unit/test_verify.py	205	def test_compability_of_verify_and_represent():
LOW	tests/unit/test_output_normalization.py	10	def test_minmax_normalization():
LOW	tests/unit/test_output_normalization.py	33	def test_minmax_normalization_batch():
LOW	tests/unit/test_output_normalization.py	50	def test_minmax_normalization_edge_values():
LOW	tests/unit/test_enforce_detection.py	12	def test_enabled_enforce_detection_for_non_facial_input():
LOW	tests/unit/test_enforce_detection.py	24	def test_disabled_enforce_detection_for_non_facial_input_on_represent():
LOW	tests/unit/test_enforce_detection.py	44	def test_disabled_enforce_detection_for_non_facial_input_on_verify():
LOW	tests/unit/test_signature.py	42	def test_sign_and_verify_happy_path_with_obj(self):
LOW	tests/unit/test_signature.py	66	def test_sign_and_verify_happy_path_with_dict(self):
LOW	tests/unit/test_signature.py	83	def test_missing_algorithm_in_dict(self):
LOW	tests/unit/test_signature.py	99	def test_tampered_datastore_detection_with_type_error(self):
LOW	tests/unit/test_signature.py	121	def test_tampered_datastore_detection_with_content(self):
LOW	tests/unit/test_signature.py	166	def test_unsigned_datastore_detected(self):
LOW	tests/unit/test_signature.py	184	def test_signed_datastore_with_no_credentials(self):
LOW	tests/unit/test_signature.py	241	def __flush_datastore_and_signature(self):
LOW	tests/unit/test_find.py	20	def test_find_with_exact_path():
LOW	tests/unit/test_find.py	49	def test_find_with_array_input():
LOW	tests/unit/test_find.py	71	def test_find_with_extracted_faces():
LOW	tests/unit/test_find.py	106	def test_filetype_for_find_bulk_embeddings():
LOW	tests/unit/test_find.py	126	def test_find_without_refresh_database():
LOW	tests/unit/test_find.py	176	def test_find_for_similarity_search():
LOW	tests/unit/test_landmark_sanitization.py	42	def test_extract_faces_sanitizes_landmarks(monkeypatch):
LOW	tests/unit/test_commons.py	32	def test_loading_broken_weights():
LOW	tests/unit/test_commons.py	64	def test_download_weights_for_available_file(
LOW	tests/unit/test_commons.py	91	def test_download_weights_if_necessary_gdown_failure(
LOW	tests/unit/test_commons.py	120	def test_download_weights_if_necessary_no_compression(
LOW	tests/unit/test_commons.py	155	def test_download_weights_if_necessary_zip(
LOW	tests/unit/test_commons.py	245	def test_download_weights_for_non_supported_compress_type(
LOW	tests/unit/test_extract_faces.py	102	def test_backends_for_enforced_detection_with_non_facial_inputs():
LOW	tests/unit/test_extract_faces.py	110	def test_backends_for_not_enforced_detection_with_non_facial_inputs():
LOW	tests/unit/test_extract_faces.py	141	def test_facial_coordinates_are_in_borders():
LOW	tests/unit/test_extract_faces.py	191	def test_batch_ndarray_inputs():
LOW	tests/unit/test_api.py	182	def test_analyze_inputformats(self):
31 more matches not shown…

Excessive Try-Catch Wrapping26 hits · 24 pts

Severity	File	Line	Snippet
LOW	deepface/commons/weight_utils.py	60	except Exception as err:
LOW	deepface/commons/weight_utils.py	93	except Exception as err:
LOW	deepface/commons/logger.py	30	except Exception as err:
LOW	deepface/models/facial_recognition/SFace.py	79	except Exception as err:
LOW	deepface/models/facial_recognition/Buffalo_L.py	29	except Exception as err:
LOW	deepface/models/face_detection/Ssd.py	48	except Exception as err:
LOW	deepface/models/face_detection/YuNet.py	52	except Exception as err:
LOW	deepface/models/spoofing/FasNet.py	32	except Exception as err:
LOW	deepface/api/src/modules/core/service.py	40	except Exception as err:
LOW	deepface/api/src/modules/core/service.py	69	except Exception as err:
LOW	deepface/api/src/modules/core/service.py	97	except Exception as err:
LOW	deepface/api/src/modules/core/service.py	136	except Exception as err:
LOW	deepface/api/src/modules/core/service.py	183	except Exception as err:
LOW	deepface/api/src/modules/core/service.py	208	except Exception as err:
LOW	deepface/api/src/modules/core/routes.py	89	except Exception as err:
LOW	deepface/api/src/modules/core/routes.py	122	except Exception as err:
LOW	deepface/api/src/modules/core/routes.py	127	except Exception as err:
LOW	deepface/api/src/modules/core/routes.py	159	except Exception as err:
LOW	deepface/api/src/modules/core/routes.py	211	except Exception as err:
LOW	deepface/api/src/modules/core/routes.py	257	except Exception as err:
LOW	deepface/modules/streaming.py	863	except Exception as err: # pylint: disable=broad-except
LOW	deepface/modules/database/neo4j.py	327	except Exception as e: # pylint: disable=broad-except
LOW	deepface/modules/database/pgvector.py	77	except Exception as e:
LOW	deepface/modules/database/pgvector.py	148	except Exception as e: # pylint: disable=broad-except
LOW	deepface/modules/database/pgvector.py	156	except Exception as e:
LOW	deepface/modules/database/postgres.py	113	except Exception as e:

Deep Nesting16 hits · 16 pts

Severity	File	Line
LOW	deepface/commons/image_utils.py	25
LOW	deepface/commons/image_utils.py	44
LOW	deepface/commons/weight_utils.py	104
LOW	deepface/modules/recognition.py	796
LOW	deepface/modules/detection.py	47
LOW	deepface/modules/verification.py	433
LOW	deepface/modules/preprocessing.py	20
LOW	deepface/modules/streaming.py	28
LOW	deepface/modules/streaming.py	612
LOW	deepface/modules/streaming.py	868
LOW	deepface/modules/datastore.py	139
LOW	deepface/modules/demography.py	16
LOW	deepface/modules/database/pgvector.py	89
LOW	tests/unit/test_verify.py	17
LOW	tests/unit/test_signature.py	121
LOW	tests/unit/test_analyze.py	119

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet
HIGH	deepface/models/facial_recognition/GhostFaceNet.py	refactored from github.com/hamadya/ghostfacenets/blob/main/backbones/ghost_model.py
HIGH	deepface/models/facial_recognition/GhostFaceNet.py	refactored from github.com/hamadya/ghostfacenets/blob/main/backbones/ghost_model.py
HIGH	deepface/models/facial_recognition/GhostFaceNet.py	refactored from github.com/hamadya/ghostfacenets/blob/main/backbones/ghost_model.py

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet
LOW	deepface/models/Demography.py	46	if not self.model_name: # Check if called from derived class
LOW	deepface/api/src/modules/core/routes.py	42	# Check if the request is multipart/form-data (file input)
LOW	deepface/api/src/modules/core/routes.py	57	# Check if the request is coming as base64, file path or url from json or form data
LOW	deepface/modules/database/weaviate.py	150	# Check if embedding already exists

Unused Imports5 hits · 5 pts

Severity	File	Line
LOW	deepface/DeepFace.py	33
LOW	deepface/modules/modeling.py	1
LOW	deepface/modules/database/inventory.py	5
LOW	tests/unit/test_landmark_sanitization.py	2
LOW	tests/integration/test_postgres_search.py	3

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet
LOW	tests/unit/stream.py	1	from deepface import DeepFace
LOW	scripts/dockerize.sh	1	# Dockerfile is in the root
LOW	scripts/dockerize.sh	41	# to access the inside of docker image when it is in running status
LOW	.github/workflows/tests.yml	1	name: Tests

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Severity Breakdown

Pattern Findings