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'''1st attempt''' 3000 steps | '''1st attempt''' 3000 steps | ||
[[:File:0fba5a3a-c8fa-44fc-a0c3-f8d548f2eccb.mp4]] | |||
Here I started from a pre-trained dataset of HQ landscapes and then selected my first microscopy dataset as custom dataset. The first dataset was based on less images - about 1200 - therefore I got as a result a less heterogeneous folder of images. | Here I started from a pre-trained dataset of HQ landscapes and then selected my first microscopy dataset as custom dataset. The first dataset was based on less images - about 1200 - therefore I got as a result a less heterogeneous folder of images. | ||
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'''2nd attempt''' 7000 steps | '''2nd attempt''' 7000 steps | ||
*[[:File:dataset2-microscopy-2ndattempt - Progress Video.mp4]] | |||
Here I started from a pre-trained dataset of HQ landscapes and then selected my second microscopy dataset as custom one. The second dataset was based on more images - 2300 - therefore I got as a result a more heterogeneous folder of images. | Here I started from a pre-trained dataset of HQ landscapes and then selected my second microscopy dataset as custom one. The second dataset was based on more images - 2300 - therefore I got as a result a more heterogeneous folder of images. | ||
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'''3rd attempt''' 700 steps | '''3rd attempt''' 700 steps | ||
[[File:dataset-3-microscopy-dn - Progress Video.mp4]] | |||
Here I decided to change the pre-trained dataset with far away data in order to see what could have happened with something that different from the original images. Therefore, I used a pre-trained dataset of HQ faces and then selected the 2nd part of the microscope images I took - about 1100 - as custom dataset. | Here I decided to change the pre-trained dataset with far away data in order to see what could have happened with something that different from the original images. Therefore, I used a pre-trained dataset of HQ faces and then selected the 2nd part of the microscope images I took - about 1100 - as custom dataset. | ||
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'''4th attempt''' 8000 steps: | '''4th attempt''' 8000 steps: | ||
Here I decided to change the pre-trained dataset with closer data in order to see whether I could get an improvement. Therefore, I used the 1st folder generated by the ML model as pre-trained dataset and then selected the complete microscope dataset as custom one. | Here I decided to change the pre-trained dataset with closer data in order to see whether I could get an improvement. Therefore, I used the 1st folder generated by the ML model as pre-trained dataset and then selected the complete microscope dataset as custom one. |
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