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"extra!='cuda'" } +torch = {version = "2.1.*", source = "pytorch-cpu", markers = "extra!='cuda'" } # https://stackoverflow.com/a/76477590/18270659 # https://discfuss.tensorflow.org/t/tensorflow-io-gcs-filesystem-with-windows/18849/4 @@ -45,7 +45,7 @@ prettytable = "^3.9.0" optional = true [tool.poetry.group.gpu.dependencies] -torch = {version = "^2.1.2", source = "pytorch-cu121", markers = "extra=='cuda'"} +torch = {version = "2.1.*", source = "pytorch-cu121", markers = "extra=='cuda'"} tensorflow = {version = "^2.14.0", extras = ["and-cuda"], markers = "extra=='cuda'"} [tool.poetry.extras] diff --git a/wyzely_detect/__main__.py b/wyzely_detect/__main__.py index 5debc7b..dc02114 100644 --- a/wyzely_detect/__main__.py +++ b/wyzely_detect/__main__.py @@ -1,6 +1,7 @@ # import face_recognition from pathlib import Path import cv2 +import os from prettytable import PrettyTable @@ -18,7 +19,7 @@ args = None def main(): global objects_and_peoples global args - # RUN_BY_COMPOSE = os.getenv("RUN_BY_COMPOSE") # Replace this with code to check for gpu + args = argparser.parse_args() @@ -49,7 +50,9 @@ def main(): # Set the video capture to the appropriate source if not args.rtsp_url and not args.capture_device: print("No stream or capture device set, defaulting to capture device 0") - args.capture_device = [0] + video_sources = { + "devices": [cv2.VideoCapture(0)] + } else: video_sources = { "streams": [cv2.VideoCapture(url) for url in args.rtsp_url], @@ -60,13 +63,22 @@ def main(): # This makes it so that the video capture will only grab the most recent frame # However, this means that the video may be choppy # Only do this for streams - for stream in video_sources["streams"]: - stream.set(cv2.CAP_PROP_BUFFERSIZE, 1) + try: + for stream in video_sources["streams"]: + stream.set(cv2.CAP_PROP_BUFFERSIZE, 1) + # If there are no streams, this will throw a KeyError + except KeyError: + pass + + # Print out the resolution of the video sources. Ideally, change this so the device ID/url is also printed + pretty_table = PrettyTable(field_names=["Source Type", "Resolution"]) + for source_type, sources in video_sources.items(): + for source in sources: + pretty_table.add_row( + [source_type, f"{source.get(cv2.CAP_PROP_FRAME_WIDTH)}x{source.get(cv2.CAP_PROP_FRAME_HEIGHT)}"] + ) + print(pretty_table) - # Print the resolution of the video - print( - f"Video resolution: {video_capture.get(cv2.CAP_PROP_FRAME_WIDTH)}x{video_capture.get(cv2.CAP_PROP_FRAME_HEIGHT)}" # noqa: E501 - ) print print("Beginning video capture...") while True: diff --git a/wyzely_detect/utils/utils.py b/wyzely_detect/utils/utils.py index 0a12de2..5ac48c7 100644 --- a/wyzely_detect/utils/utils.py +++ b/wyzely_detect/utils/utils.py @@ -1,8 +1,13 @@ import cv2 +import os import numpy as np from pathlib import Path -from deepface import DeepFace -from . import notify +# https://stackoverflow.com/a/42121886/18270659 +os.environ['TF_CPP_MIN_LOG_LEVEL']='3' + + +from deepface import DeepFace # noqa: E402 +from . import notify # noqa: E402 first_face_try = True