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AlexeyAB/PyTorch_YOLOv4

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Stars

★ 16

Forks

⑂ 3

Language

Python

Topic

—

License

—

Updated

5.6y ago

Contributors

—

Homepage

—

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QUICK VERDICT

AlexeyAB/PyTorch_YOLOv4 sits at 16 stars on GitHub, written primarily in Python. PyTorch implementation of YOLOv4

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Snapshot

Stars★ 16

Forks⑂ 3

LanguagePython

Topic—

License—

Homepage—

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Top contributors

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Top 21 contributors to AlexeyAB/PyTorch_YOLOv4

Model	Test Size	AP^val	AP₅₀^val	AP₇₅^val	AP_S^val	AP_M^val	AP_L^val	cfg	weights
YOLOv4	672	47.7%	66.7%	52.1%	30.5%	52.6%	61.4%	cfg	weights

YOLOv4_pacsp-s	672	36.6%	55.5%	39.6%	21.2%	41.1%	47.0%	cfg	weights
YOLOv4_pacsp	672	47.2%	66.2%	51.6%	30.4%	52.3%	60.8%	cfg	weights
YOLOv4_pacsp-x	672	49.3%	68.1%	53.6%	31.8%	54.5%	63.6%	cfg	weights

YOLOv4_pacsp-s-mish	672	38.6%	57.7%	41.8%	22.3%	43.5%	49.3%	cfg	weights
	640	39.9%	59.1%	43.1%	24.4%	45.2%	51.4%		weights
YOLOv4_pacsp-mish	672	48.1%	66.9%	52.3%	30.8%	53.4%	61.7%	cfg	weights
	640	48.3%	67.2%	52.7%	30.8%	53.8%	62.4%		weights
YOLOv4_pacsp-x-mish	672	50.0%	68.5%	54.4%	32.9%	54.9%	64.0%	cfg	weights
	640	51.0%	69.7%	55.5%	33.3%	56.2%	65.5%		weights

Model	Teacher	Test Size	AP^val	AP₅₀^val	AP₇₅^val	AP_S^val	AP_M^val	AP_L^val
YOLOv4_pacsp-s-mish	-	672	38.6%	57.7%	41.8%	22.3%	43.5%	49.3%
YOLOv4_pacsp-s-mish	YOLOv4_pacsp-mish	672	39.3%	58.4%	42.5%	23.4%	44.5%	50.7%

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GitHub

AlexeyAB/PyTorch_YOLOv4

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YOLOv4

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