From 30591701a7355a63fadc915b8df69c57fddab79d Mon Sep 17 00:00:00 2001 From: Sefik Ilkin Serengil Date: Thu, 15 Aug 2024 08:15:15 +0100 Subject: [PATCH] facial area coordinates must be in image borders --- deepface/modules/detection.py | 13 ++++++++----- tests/dataset/selfie-many-people.jpg | Bin 0 -> 71506 bytes tests/test_extract_faces.py | 25 +++++++++++++++++++++++++ 3 files changed, 33 insertions(+), 5 deletions(-) create mode 100644 tests/dataset/selfie-many-people.jpg diff --git a/deepface/modules/detection.py b/deepface/modules/detection.py index cbef0b5..6b5ab2e 100644 --- a/deepface/modules/detection.py +++ b/deepface/modules/detection.py @@ -85,7 +85,9 @@ def extract_faces( if img is None: raise ValueError(f"Exception while loading {img_name}") - base_region = FacialAreaRegion(x=0, y=0, w=img.shape[1], h=img.shape[0], confidence=0) + height, width, _ = img.shape + + base_region = FacialAreaRegion(x=0, y=0, w=width, h=height, confidence=0) if detector_backend == "skip": face_objs = [DetectedFace(img=img, facial_area=base_region, confidence=0)] @@ -137,10 +139,11 @@ def extract_faces( if normalize_face: current_img = current_img / 255 # normalize input in [0, 1] - x = int(current_region.x) - y = int(current_region.y) - w = int(current_region.w) - h = int(current_region.h) + # cast to int for flask, and do final checks for borders + x = max(0, int(current_region.x)) + y = max(0, int(current_region.y)) + w = min(width - x - 1, int(current_region.w)) + h = min(height - y - 1, int(current_region.h)) resp_obj = { "face": current_img, diff --git a/tests/dataset/selfie-many-people.jpg b/tests/dataset/selfie-many-people.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6fed51cf4c29289b9c014f7e840fc68b5fb5a67 GIT binary patch literal 71506 zcmbTdW0WQ_*DidwIcF0URI_LcTzEo9 za%H7*W$%A0|8@XKQeu)~01yxmfW-F&__q!a0YHL7Ktg~+LP9`7K|w;pBEiDKz`&v* zAi^VIqG4fSqG4d*;FA&J;F92BU=Yy~k&shRQBz?P(lOFeGLlhJQU0eA5GW`pSZG*O 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assert x >= 0 + assert y >= 0 + assert x + w < width + assert y + h < height + + logger.info("✅ facial area coordinates are all in image borders")