Update LICENSE to AGPL-3.0 (#2031)
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import contextlib
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import inspect
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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"""
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Functions for estimating the best YOLO batch size to use a fraction of the available CUDA memory in PyTorch.
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"""
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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"""
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Benchmark a YOLO model formats for speed and accuracy
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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"""
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Base callbacks
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"""
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import re
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import matplotlib.image as mpimg
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import os
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from pathlib import Path
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import json
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from time import time
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import os
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import re
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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from ultralytics.yolo.utils import LOGGER, TESTS_RUNNING, colorstr
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try:
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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from ultralytics.yolo.utils.torch_utils import get_flops, get_num_params
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import contextlib
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import glob
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import inspect
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import os
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import re
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import contextlib
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import subprocess
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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from ultralytics.yolo.utils import emojis
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import contextlib
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import glob
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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from collections import abc
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from itertools import repeat
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import torch
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import torch.nn as nn
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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"""
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Model validation metrics
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"""
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import contextlib
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import math
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import torch
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import torch.nn as nn
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# Ultralytics YOLO 🚀, GPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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import math
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import os
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