Spaces:
Sleeping
Sleeping
Anantha Krishna B commited on
Delete backend/src directory
Browse files- backend/src/main.py +0 -0
- backend/src/utils/post_utils.py +0 -29
backend/src/main.py
DELETED
|
File without changes
|
backend/src/utils/post_utils.py
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
import math
|
| 2 |
-
from ultralytics import YOLO
|
| 3 |
-
|
| 4 |
-
# Load YOLOv8 pose model
|
| 5 |
-
def load_model(model_path='yolov8s-pose.pt'):
|
| 6 |
-
return YOLO(model_path)
|
| 7 |
-
|
| 8 |
-
# Extracts x, y coordinates of a specific keypoint if detected
|
| 9 |
-
def get_keypoint_coordinates(results, keypoint_index):
|
| 10 |
-
if results[0].keypoints and results[0].keypoints.xy.shape[1] > keypoint_index:
|
| 11 |
-
kp_data = results[0].keypoints.xy[0][keypoint_index]
|
| 12 |
-
if kp_data.numel() >= 2:
|
| 13 |
-
return int(kp_data[0].item()), int(kp_data[1].item())
|
| 14 |
-
return None, None
|
| 15 |
-
|
| 16 |
-
# Calculates the angle between three points (p2 is the vertex)
|
| 17 |
-
def calculate_angle(p1, p2, p3):
|
| 18 |
-
if p1 is None or p2 is None or p3 is None:
|
| 19 |
-
return None
|
| 20 |
-
v1 = (p1[0] - p2[0], p1[1] - p2[1])
|
| 21 |
-
v2 = (p3[0] - p2[0], p3[1] - p2[1])
|
| 22 |
-
dot_product = v1[0]*v2[0] + v1[1]*v2[1]
|
| 23 |
-
mag_v1 = math.sqrt(v1[0]**2 + v1[1]**2)
|
| 24 |
-
mag_v2 = math.sqrt(v2[0]**2 + v2[1]**2)
|
| 25 |
-
if mag_v1 * mag_v2 == 0:
|
| 26 |
-
return None
|
| 27 |
-
angle_rad = math.acos(dot_product / (mag_v1 * mag_v2))
|
| 28 |
-
angle_deg = math.degrees(angle_rad)
|
| 29 |
-
return angle_deg
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|