From 7fa6bb231cd82fca741d2c50d0d2e2ec296dd6bf Mon Sep 17 00:00:00 2001 From: Gosia Date: Fri, 24 Nov 2023 21:44:34 +0100 Subject: [PATCH] =?UTF-8?q?BLUR-15=20Zmiana=20detekcji=20twarzy=20na=20det?= =?UTF-8?q?ekcj=C4=99=20obiekt=C3=B3w.=20Dodanie=20klasy=20dla=20ramek=20w?= =?UTF-8?q?ok=C3=B3=C5=82=20obiekt=C3=B3w.=20Dodanie=20wizualizacji.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ml/assets/fonts/arial.ttf | Bin 0 -> 367112 bytes ml/element_detection.py | 69 ++++++++++++++++++++++++++++++++++++++ ml/face_detection.py | 29 ---------------- 3 files changed, 69 insertions(+), 29 deletions(-) create mode 100644 ml/assets/fonts/arial.ttf create mode 100644 ml/element_detection.py delete mode 100644 ml/face_detection.py diff --git a/ml/assets/fonts/arial.ttf b/ml/assets/fonts/arial.ttf new file mode 100644 index 0000000000000000000000000000000000000000..ff0815cd8c64b0a245ec780eb8d21867509155b5 GIT binary patch literal 367112 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zjw8C>`rE$L-uu64dh_~8$4|HW=Ej-5f@2>{IaF_Qy%$~?-(c;jH7je)3Y{cVHZOdm z&e3Cs6DBPA^7uVPKYANFUc2(+O=D+eULLalYW4$OmUm{N_i$zNadSI#bk5)U`L(Fn zsj~(y>{;~r6VrTMZ(h`6Tj Tuple[int, int, int, int]: + return self.x1, self.y1, self.x2, self.y2 + + +def detect(image_path: str) -> List[BoundBox]: + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + faces = FACES_MODEL.predict( + source=image_path, conf=CONF_THRESH, iou=IOU_THRESH, device=device + ) + faces = faces[0].cpu().numpy().boxes + plates = PLATES_MODEL.predict( + source=image_path, conf=CONF_THRESH, iou=IOU_THRESH, device=device + ) + plates = plates[0].cpu().numpy().boxes + bounding_boxes = [] + for boxes in [faces, plates]: + for box in boxes: + xyxyn = box.xyxy[0] + x1 = int(xyxyn[0]) + y1 = int(xyxyn[1]) + x2 = int(xyxyn[2]) + y2 = int(xyxyn[3]) + bounding_boxes.append(BoundBox(x1, y1, x2, y2)) + return bounding_boxes + + +def show_image_with_boxes( + in_image_path: str, bounding_boxes: List[BoundBox], out_image_path: str = None +): + img = Image.open(in_image_path) + draw = ImageDraw.Draw(img) + font_path = DIR_PATH + "/assets/fonts/arial.ttf" + font = ImageFont.truetype(font_path, 25) + for i, box in enumerate(bounding_boxes): + draw.rectangle(box.get_params(), outline="red", width=2, fill=None) + draw.text((box.x1 + 5, box.y1 + 5), str(i+1), fill="red", font=font) + if not out_image_path: + out_image_path = ( + in_image_path.split(".")[0] + "_out." + in_image_path.split(".")[1] + ) + img.save(out_image_path) diff --git a/ml/face_detection.py b/ml/face_detection.py deleted file mode 100644 index 95119fc..0000000 --- a/ml/face_detection.py +++ /dev/null @@ -1,29 +0,0 @@ -import os -from typing import List - -import torch - -from ultralytics import YOLO - -WEIGHTS_PATH = "assets/weights/yolov8n-face.pt" -DIR_PATH = os.path.dirname(os.path.realpath(__file__)) -WEIGHTS_PATH = os.path.join(DIR_PATH, WEIGHTS_PATH) -MODEL = YOLO(WEIGHTS_PATH) -CONF_THRESH = 0.01 -IOU_THRESH = 0.5 - - -# TODO: currently detect_faces accepts a image path, but it can be changed to accept images in memory -def detect_faces(image_path: str) -> List[tuple[int, int, int, int]]: - device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') - results = MODEL.predict(source=image_path, conf=CONF_THRESH, iou=IOU_THRESH, device=device) - face_boxes = [] - result = results[0].cpu().numpy() - for box in result.boxes: - xyxyn = box.xyxy[0] - x1 = int(xyxyn[0]) - y1 = int(xyxyn[1]) - x2 = int(xyxyn[2]) - y2 = int(xyxyn[3]) - face_boxes.append((x1, y1, x2, y2)) - return face_boxes