GMU:Introduction to Microscopy/Denise Nicoau - Revision history

Denise at 14:44, 8 February 2021

2021-02-08T14:44:48Z

← Older revision		Revision as of 14:44, 8 February 2021
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	I am creating a narrative that connects each video avoiding the linear common sense, in favor of dizzying the spectator. \WORK IN PROGRESS\		I am creating a narrative that connects each video avoiding the linear common sense, in favor of dizzying the spectator. \WORK IN PROGRESS\

			==\|'''WEEK THIRTEEN & FOURTEEN'''\|==

			''03/02/2021''

			The final narrative is ready here: [https://www.youtube.com/watch?v=awOCMRase8s&ab_channel=DeniseNicolau Echoes]

Denise at 13:57, 25 January 2021

2021-01-25T13:57:45Z

← Older revision		Revision as of 13:57, 25 January 2021
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	My collection of videos is done. I thought it was nice to create a loop video with some of the interpolations playing together all in once, and so I did > [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Loop Interpolation Videos]		My collection of videos is done. I thought it was nice to create a loop video with some of the interpolations playing together all in once, and so I did > [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Loop Interpolation Videos]


	==\|'''WEEK TWELVE'''\|==		==\|'''WEEK TWELVE'''\|==

Denise at 13:57, 25 January 2021

2021-01-25T13:57:14Z

← Older revision		Revision as of 13:57, 25 January 2021
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	My collection of videos is done. I thought it was nice to create a loop video with some of the interpolations playing together all in once, and so I did > [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Loop Interpolation Videos]		My collection of videos is done. I thought it was nice to create a loop video with some of the interpolations playing together all in once, and so I did > [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Loop Interpolation Videos]


			==\|'''WEEK TWELVE'''\|==

			''18/01/2021''

			I edited two videos in speed and sound, adjusting some parameters to better match visual and sound:
			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos black holes]
			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos blue planet 2]

			''20/01/2021''

			I am creating a narrative that connects each video avoiding the linear common sense, in favor of dizzying the spectator. \WORK IN PROGRESS\

Denise: /* |WEEK ELEVEN| */

2021-01-18T13:48:36Z

|WEEK ELEVEN|

← Older revision		Revision as of 13:48, 18 January 2021
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	I made two others interpolation videos putting as a soundtrack a BBC documentary:		I made two others interpolation videos putting as a soundtrack a BBC documentary:

	1st: Blue Planet		1st: [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Blue Planet]

	2nd: Black Holes		2nd: [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Black Holes]

	''15/01/2021''		''15/01/2021''

			My collection of videos is done. I thought it was nice to create a loop video with some of the interpolations playing together all in once, and so I did > [https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Loop Interpolation Videos]

Denise at 13:44, 18 January 2021

2021-01-18T13:44:37Z

← Older revision		Revision as of 13:44, 18 January 2021
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	[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video6-sadwhales]		[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video6-sadwhales]

			==\|'''WEEK ELEVEN'''\|==

			''12/01/2021''

			I made two others interpolation videos putting as a soundtrack a BBC documentary:

			1st: Blue Planet

			2nd: Black Holes

			''15/01/2021''

Denise: /* |WEEK TEN| */

2021-01-11T20:10:43Z

|WEEK TEN|

← Older revision		Revision as of 20:10, 11 January 2021
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	''07/01/2021''		''07/01/2021''

			Some of the interpolation videos I made with different soundtracks over:

			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video1-bauhaus]

			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video2-teebs]

			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video3-nude]

			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video4-robotics]

			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video5-robotics]

			[https://cloud.uni-weimar.de/s/46XRnyKLwBsG9cf?path=%2Fdenise%20nicolau%2FML-videos Video6-sadwhales]

Denise at 17:31, 11 January 2021

2021-01-11T17:31:45Z

← Older revision		Revision as of 17:31, 11 January 2021
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	Preview generated folder:		Preview generated folder:

			<gallery>
			File:gdeiugcf.jpg
			File:hbwhjdbw08.jpg
			File:hbwhjdbw12.jpg
			File:hbwhjdbw26.jpg
			File:hbwhjdbw44.jpg
			File:hbwhjdbw49.jpg
			File:hbwhjdbw50.jpg
			File:hbwhjdbw67.jpg
			File:hbwhjdbw82.jpg
			File:hbwhjdbw134.jpg
			File:hbwhjdbw187.jpg
			File:hbwhjdbw721.jpg
			</gallery>

Denise at 17:31, 11 January 2021

2021-01-11T17:31:06Z

← Older revision		Revision as of 17:31, 11 January 2021
Line 567:		Line 567:
	I selected a parameter called '''steps''' which influences in a significant way the training process: it establishes the number of steps the model has to go through, so the timing required (of course the more it works the better.)		I selected a parameter called '''steps''' which influences in a significant way the training process: it establishes the number of steps the model has to go through, so the timing required (of course the more it works the better.)

			----

	---		---
	'''1st attempt''' 3000 steps		'''1st attempt''' 3000 steps
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	</gallery>		</gallery>


			----

	---		---
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	</gallery>		</gallery>


			----

	---		---
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			----

			---
	'''4th attempt''' 8000 steps:		'''4th attempt''' 8000 steps:
			---

	[[File:Training Image Experiment on mycroscope - Progress Video.mp4]]		[[File:Training Image Experiment on mycroscope - Progress Video.mp4]]
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	1000 new samples images generated by this machine learning model which are really similar to my original images, rounded and detailed.		1000 new samples images generated by this machine learning model which are really similar to my original images, rounded and detailed.

	---		Preview generated folder:



			----

	Now I am trying to create some videos by shaping interpolation on the latent space, so smooth transitions between one generated picture and another, with different soundtracks under them.		Now I am trying to create some videos by shaping interpolation on the latent space, so smooth transitions between one generated picture and another, with different soundtracks under them.

Denise at 17:24, 11 January 2021

2021-01-11T17:24:12Z

← Older revision		Revision as of 17:24, 11 January 2021
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	'''AI generated images'''		==='''AI generated images'''===

	I collected many microscopy pictures so far. I have a dataset of more than 2300 images. I decided to lend a new slant to this project, moving from analog to digital.		I collected many microscopy pictures so far. I have a dataset of more than 2300 images. I decided to lend a new slant to this project, moving from analog to digital.

	I worked with an online software which takes advantage of machine learning (to be more precise StyleGan2) to synthetise new data starting from a massive dataset. Hence, I trained several different machine learning models started from different pre-trained dataset to start learning from, and then added my original microscopy dataset.		I worked with an online software which takes advantage of machine learning (to be more precise StyleGan2) to synthetise new data starting from a massive dataset. Hence, I trained several different machine learning models started from different pre-trained dataset to start learning from, and then added my original microscopy dataset.
	I selected a parameter called '''steps''' which influences in a significant way the training process: it establishes the number of steps the model has to go through, so the timing required (of course the more it works the better.)		I selected a parameter called '''steps''' which influences in a significant way the training process: it establishes the number of steps the model has to go through, so the timing required (of course the more it works the better.)

			---
	'''1st attempt''' 3000 steps		'''1st attempt''' 3000 steps
			---

	[[File:steps-1st-attemp.mp4]]		[[File:steps-1st-attemp.mp4]]
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			---
	'''2nd attempt''' 7000 steps		'''2nd attempt''' 7000 steps
			---

	[[File:steps-dataset2-microscopy-2ndattempt - Progress Video.mp4]]		[[File:steps-dataset2-microscopy-2ndattempt - Progress Video.mp4]]
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			---
	'''3rd attempt''' 700 steps		'''3rd attempt''' 700 steps
			---

	[[File:dataset-3-microscopy-dn - Progress Video.mp4]]		[[File:dataset-3-microscopy-dn - Progress Video.mp4]]
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	This model training process failed at some point (700 steps rather than 2000 set), but it worked however.		This model training process failed at some point (700 steps rather than 2000 set), but it worked however.
	500 new samples images generated by this machine learning model which look like my images (they still have indefinite shapes instead of rounded ones, but they are more colorful and diverse);		500 new samples images generated by this machine learning model which look like my images (they still have indefinite shapes instead of rounded ones, but they are more colorful and diverse);

			Preview generated folder:

			<gallery>
			File:gifedwd.jpg
			File:gifedwd1.jpg
			File:gifedwd2.jpg
			File:gifedwd3.jpg
			File:gifedwd4.jpg
			File:gifedwd5.jpg
			File:gifedwd6.jpg
			File:gifedwd7.jpg
			File:gifedwd16.jpg
			File:gifedwd62.jpg
			File:gifedwd99.jpg
			File:v25.jpg
			</gallery>


	'''4th attempt''' 8000 steps:		'''4th attempt''' 8000 steps:

Denise: /* |WEEK EIGHT| & |WEEK NINE| */

2021-01-11T17:17:40Z

|WEEK EIGHT| & |WEEK NINE|

@@ Line 570: / Line 570: @@
 [[File:steps-1st-attemp.mp4]]
 <gallery>
@@ Line 586: / Line 593: @@
 </gallery>
 '''2nd attempt''' 7000 steps
@@ Line 599: / Line 602: @@
 Output and notes:
 new samples images generated by this machine learning model which look like my images (they still have indefinite shapes instead of rounded ones, but they are more colorful and diverse);
 '''3rd attempt''' 700 steps