diff --git a/scripts/reactor_swapper.py b/scripts/reactor_swapper.py index 54eced0..5dd8b50 100644 --- a/scripts/reactor_swapper.py +++ b/scripts/reactor_swapper.py @@ -202,16 +202,20 @@ def get_face_age(face, face_index): return "None" return face_age -def reget_face_single(face, det_size, face_index, gender_source, gender_target): - det_size_half = (det_size[0] // 2, det_size[1] // 2) - return get_face_single(face, face_index=face_index, det_size=det_size_half, gender_source=gender_source, gender_target=gender_target) +# def reget_face_single(img_data: np.ndarray, face, det_size, face_index, gender_source, gender_target): +# det_size_half = (det_size[0] // 2, det_size[1] // 2) +# return get_face_single(img_data, face, face_index=face_index, det_size=det_size_half, gender_source=gender_source, gender_target=gender_target) + +def half_det_size(det_size): + logger.info("Trying to halve 'det_size' parameter") + return (det_size[0] // 2, det_size[1] // 2) def analyze_faces(img_data: np.ndarray, det_size=(640, 640)): face_analyser = copy.deepcopy(getAnalysisModel()) face_analyser.prepare(ctx_id=0, det_size=det_size) return face_analyser.get(img_data) -def get_face_single(face, face_index=0, det_size=(640, 640), gender_source=0, gender_target=0): +def get_face_single(img_data: np.ndarray, face, face_index=0, det_size=(640, 640), gender_source=0, gender_target=0): buffalo_path = os.path.join(models_path, "insightface/models/buffalo_l.zip") if os.path.exists(buffalo_path): @@ -233,18 +237,21 @@ def get_face_single(face, face_index=0, det_size=(640, 640), gender_source=0, ge if gender_source != 0: if len(face) == 0 and det_size[0] > 320 and det_size[1] > 320: - return reget_face_single(face, det_size, face_index, gender_source, gender_target) + det_size_half = half_det_size(det_size) + return get_face_single(img_data, analyze_faces(img_data, det_size_half), face_index, det_size_half, gender_source, gender_target) faces, wrong_gender = get_face_gender(face,face_index,gender_source,"Source",gender_detected) return faces, wrong_gender, face_age, face_gender if gender_target != 0: if len(face) == 0 and det_size[0] > 320 and det_size[1] > 320: - return reget_face_single(face, det_size, face_index, gender_source, gender_target) + det_size_half = half_det_size(det_size) + return get_face_single(img_data, analyze_faces(img_data, det_size_half), face_index, det_size_half, gender_source, gender_target) faces, wrong_gender = get_face_gender(face,face_index,gender_target,"Target",gender_detected) return faces, wrong_gender, face_age, face_gender if len(face) == 0 and det_size[0] > 320 and det_size[1] > 320: - return reget_face_single(face, det_size, face_index, gender_source, gender_target) + det_size_half = half_det_size(det_size) + return get_face_single(img_data, analyze_faces(img_data, det_size_half), face_index, det_size_half, gender_source, gender_target) try: return sorted(face, key=lambda x: x.bbox[0])[face_index], 0, face_age, face_gender @@ -298,7 +305,7 @@ def swap_face( target_faces = analyze_faces(target_img) logger.info("Detecting Source Face, Index = %s", source_faces_index[0]) - source_face, wrong_gender, source_age, source_gender = get_face_single(source_faces, face_index=source_faces_index[0], gender_source=gender_source) + source_face, wrong_gender, source_age, source_gender = get_face_single(source_img, source_faces, face_index=source_faces_index[0], gender_source=gender_source) if source_age != "None" or source_gender != "None": logger.info("Detected: -%s- y.o. %s", source_age, source_gender) @@ -319,7 +326,7 @@ def swap_face( return result_image, [], 0 if len(source_faces_index) > 1 and source_face_idx > 0: logger.info("Detecting Source Face, Index = %s", source_faces_index[source_face_idx]) - source_face, wrong_gender, source_age, source_gender = get_face_single(source_faces, face_index=source_faces_index[source_face_idx], gender_source=gender_source) + source_face, wrong_gender, source_age, source_gender = get_face_single(source_img, source_faces, face_index=source_faces_index[source_face_idx], gender_source=gender_source) if source_age != "None" or source_gender != "None": logger.info("Detected: -%s- y.o. %s", source_age, source_gender) @@ -330,7 +337,7 @@ def swap_face( if source_face is not None and wrong_gender == 0: logger.info("Detecting Target Face, Index = %s", face_num) - target_face, wrong_gender, target_age, target_gender = get_face_single(target_faces, face_index=face_num, gender_target=gender_target) + target_face, wrong_gender, target_age, target_gender = get_face_single(target_img, target_faces, face_index=face_num, gender_target=gender_target) if target_age != "None" or target_gender != "None": logger.info("Detected: -%s- y.o. %s", target_age, target_gender) @@ -376,7 +383,7 @@ def swap_face( result_image = enhance_image(result_image, enhancement_options) else: - logger.info("No source face(s) in Index %s", source_faces_index[source_face_idx]) + logger.info("No source face(s) in the provided Index") else: logger.info("No source face(s) found")