diff --git "a/Modules/PoseEstimation/pose_estimation.ipynb" "b/Modules/PoseEstimation/pose_estimation.ipynb"
--- "a/Modules/PoseEstimation/pose_estimation.ipynb"
+++ "b/Modules/PoseEstimation/pose_estimation.ipynb"
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -14,34 +14,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
     "class PoseEstimator():\n",
     "    def __init__(self):\n",
-    "        self.model = YOLO('yolov8n.pt')"
+    "        self.model = YOLO('yolov8n-pose.pt')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Downloading https://github.com/ultralytics/assets/releases/download/v8.2.0/yolov8n.pt to 'yolov8n.pt'...\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "100%|██████████| 6.23M/6.23M [00:00<00:00, 15.2MB/s]\n"
-     ]
-    },
     {
      "name": "stdout",
      "output_type": "stream",
@@ -58,413 +44,413 @@
       "        masks = r.masks  # Masks object for segment masks outputs\n",
       "        probs = r.probs  # Class probabilities for classification outputs\n",
       "\n",
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-      "video 1/1 (frame 2/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 130.2ms\n",
-      "video 1/1 (frame 3/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 133.4ms\n",
-      "video 1/1 (frame 4/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 190.6ms\n",
-      "video 1/1 (frame 5/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 141.3ms\n",
-      "video 1/1 (frame 6/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 135.7ms\n",
-      "video 1/1 (frame 7/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 140.2ms\n",
-      "video 1/1 (frame 8/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 132.3ms\n",
-      "video 1/1 (frame 9/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 155.8ms\n",
-      "video 1/1 (frame 10/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 163.7ms\n",
-      "video 1/1 (frame 11/465) /Users/theorousseaux/Documents/Hackathon/FitnessEquation/Modules/PoseEstimation/../../data/pose/squat.mp4: 640x576 1 person, 163.2ms\n",
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