Pixel based galaxy morphology classification - 版本历史

2022年4月6日 (三) 05:41 Cluster

2022-04-06T05:41:21Z

←上一版本		2022年4月6日 (三) 05:41的版本
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	This is a project about morphological galaxies classification. The amazing point is that we're researching an algorithm to seperate background and sources for decreasing the pollution.		This is a project about morphological galaxies classification. The amazing point is that we're researching an algorithm to seperate background and sources for decreasing the pollution.
	==Dataset==		==Dataset==
	~~Data~~ comes from Legacy Survey in DECaLS region		Training data comes from Legacy Survey in DECaLS region and the model will be applied to out DECaLS region (MzLS and BASS project).
	==Labels==		==Labels==
		⚫	[[File:Tree.png\|150px\|right\|jumengting]]
	Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows.		Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows.
⚫	[[File:Tree.png\|~~thumb~~]]
	GZD-5_Class_tree.png
	==DECaLS introduction==		==DECaLS introduction==
			* The Dark Energy Camera (DECam) on the Blanco 4m telescope, located at the Cerro Tololo Inter-American Observatory.

	==Out DECaLS introduction==		==Out DECaLS introduction==

2022年4月6日 (三) 05:17 Cluster

2022-04-06T05:17:34Z

←上一版本		2022年4月6日 (三) 05:17的版本
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	Data comes from Legacy Survey in DECaLS region		Data comes from Legacy Survey in DECaLS region
	==Labels==		==Labels==
	Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows. ~~[[File:GZD-5 Class tree\|thumb]]~~		Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows.
			[[File:Tree.png\|thumb]]
	GZD-5_Class_tree.png		GZD-5_Class_tree.png
	==DECaLS introduction==		==DECaLS introduction==

2022年4月6日 (三) 05:16 Cluster

2022-04-06T05:16:06Z

←上一版本		2022年4月6日 (三) 05:16的版本
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	==Introduction==		==Introduction==
	This is a project about morphological galaxies classification. The amazing point is that we're researching an algorithm to seperate background and sources for decreasing the pollution.		This is a project about morphological galaxies classification. The amazing point is that we're researching an algorithm to seperate background and sources for decreasing the pollution.
第4行：		第5行：
	Data comes from Legacy Survey in DECaLS region		Data comes from Legacy Survey in DECaLS region
	==Labels==		==Labels==
	Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows. [[File:GZD-~~5_Class_tree~~\|thumb]]		Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows. [[File:GZD-5 Class tree\|thumb]]
	GZD-5_Class_tree.png		GZD-5_Class_tree.png
	==DECaLS introduction==		==DECaLS introduction==
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	Updating..		Updating..

	[https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic Here is the repository]		[https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic Here is the repository on Github]

2022年4月6日 (三) 05:13 Cluster

2022-04-06T05:13:32Z

←上一版本		2022年4月6日 (三) 05:13的版本
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			==Introduction==
	This will update later.
			This is a project about morphological galaxies classification. The amazing point is that we're researching an algorithm to seperate background and sources for decreasing the pollution.
			==Dataset==
			Data comes from Legacy Survey in DECaLS region
			==Labels==
			Mike Walmsley trained on DECaLS region with GZD-1/2/5 catalog and GZD-5 class tree with active learning and then form a more confident catalog called catalog_auto. I set a threshold (e.g. 0.5) on each question to split and get labels of each picture. The GZD-5 label tree showed as follows. [[File:GZD-5_Class_tree\|thumb]]
			GZD-5_Class_tree.png
			==DECaLS introduction==

			==Out DECaLS introduction==
⚫	~~Here is the repository:~~ https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic

			==Architecture==
			*Simple CNN
			*Dense Net
			*Xception
			==Loss function==
			*Cross Entropy
			*Focal loss

			==Else==
			Updating..

		⚫	[https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic Here is the repository]

2022年3月4日 (五) 14:40 Cluster

2022-03-04T14:40:29Z

←上一版本		2022年3月4日 (五) 14:40的版本
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	This will update later.		This will update later.

	Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic		Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic
	[[test]]

2022年3月4日 (五) 14:39 Cluster

2022-03-04T14:39:25Z

←上一版本		2022年3月4日 (五) 14:39的版本
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	This will update later.		This will update later.
	Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic		Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic
			[[test]]

Cluster：Created page with "This will update later. Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic"

2022-03-03T11:26:55Z

Created page with "This will update later. Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic"

新页面

This will update later.
Here is the repository: https://github.com/Astro-Astre/Pixel-based_DeepLearningTechnic