{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"### Work in progress...","metadata":{}},{"cell_type":"code","source":"import os\nimport keras\nimport cv2 as cv\nimport numpy as np\nimport pandas as pd\nimport tensorflow as tf\nimport matplotlib.pyplot as plt","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!pip install mediapipe","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import cv2\nimport mediapipe as mp\nmp_drawing = mp.solutions.drawing_utils\nmp_drawing_styles = mp.solutions.drawing_styles\nmp_holistic = mp.solutions.holistic","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train = pd.read_csv('/kaggle/input/asl-signs/train.csv')","metadata":{"execution":{"iopub.status.busy":"2023-09-13T10:00:03.207742Z","iopub.execute_input":"2023-09-13T10:00:03.208231Z","iopub.status.idle":"2023-09-13T10:00:03.505336Z","shell.execute_reply.started":"2023-09-13T10:00:03.208194Z","shell.execute_reply":"2023-09-13T10:00:03.504093Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train.head()","metadata":{"execution":{"iopub.status.busy":"2023-09-13T10:00:07.108360Z","iopub.execute_input":"2023-09-13T10:00:07.110320Z","iopub.status.idle":"2023-09-13T10:00:07.154180Z","shell.execute_reply.started":"2023-09-13T10:00:07.110270Z","shell.execute_reply":"2023-09-13T10:00:07.152933Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train.shape","metadata":{"execution":{"iopub.status.busy":"2023-09-13T10:00:26.748287Z","iopub.execute_input":"2023-09-13T10:00:26.748921Z","iopub.status.idle":"2023-09-13T10:00:26.754811Z","shell.execute_reply.started":"2023-09-13T10:00:26.748886Z","shell.execute_reply":"2023-09-13T10:00:26.753916Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Do you have a cam?\ncap = cv2.VideoCapture(0)\nwith mp_holistic.Holistic(\n    min_detection_confidence=0.5,\n    min_tracking_confidence=0.5) as holistic:\n  while cap.isOpened():\n    success, image = cap.read()\n    if not success:\n        break","metadata":{"jupyter":{"source_hidden":true},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#Data Loading","metadata":{"jupyter":{"source_hidden":true},"trusted":true},"execution_count":null,"outputs":[]}],"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}}