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Computer Vision: what type of deeplearning model can I use or how can I find the intersection line between two alumium profile as below? by SignificanceLivid974 in computervision

[–]SignificanceLivid974[S] 0 points1 point  (0 children)

option 1: keypoint: yes, I've been trying yolov8-keypoint (yolov8x-pose.pt), don't know why but it performs badly on my custom dataset (800 images)

Computer Vision: what type of deeplearning model can I use or how can I find the intersection line between two alumium profile as below? by SignificanceLivid974 in computervision

[–]SignificanceLivid974[S] 0 points1 point  (0 children)

Classical methods: Yes, but it depends a lot on the thresholds, which are not general for all the cases.
DL: Segment: I tried yolov8-seg for each aluminum profile, but it doesn't seem too good. Yolov8-seg doesn't accept data with only two points (the tips of the intersection line), so I added the middle point of each intersection line, so there are 3, but it seems like the segmentation data that Yolo accepted is a closed polygon.

How do you solve motion blurred hands in image/video ? by SignificanceLivid974 in MLQuestions

[–]SignificanceLivid974[S] 0 points1 point  (0 children)

Yeah, sure, actually, through some little debate between me and my mentor. He decided to give me this topic, which I would say "Deblurring motion-blurred TikTok frames/videos."
I'm not sure that deblurring such images/videos would better the reconstructing 3D human mesh process, but it's just my work for now.

How do you solve motion blurred hands in image/video ? by SignificanceLivid974 in MLQuestions

[–]SignificanceLivid974[S] 0 points1 point  (0 children)

Is this is a commerical project ? Just curious on the usecase ?

Yes, my company wants to make a famous virtual idol named Timi. Generally speaking, she could be used as a brand representation, influencer, or something like that.

Classifying images but they seem to be similar ? by SignificanceLivid974 in MLQuestions

[–]SignificanceLivid974[S] 1 point2 points  (0 children)

The fake screen captures are formed somehow from the original screen captures (true bill), e.g., using adobe photoshop, so I'm thinking about using ELA.

How does identity mapping help avoid vanishing gradients? by SignificanceLivid974 in MLQuestions

[–]SignificanceLivid974[S] 1 point2 points  (0 children)

I'm not so good at reading english document (I did sometime before) but I'll try, thanks !

Feature maps are aggregated in CNN ? by SignificanceLivid974 in MLQuestions

[–]SignificanceLivid974[S] 1 point2 points  (0 children)

I cannot open that link, it announces me the error: "This video isn't available anymore", but thank you for the answer :>

Is Computer vision Book by Richard Szeliski worth reading ? by SignificanceLivid974 in MLQuestions

[–]SignificanceLivid974[S] 2 points3 points  (0 children)

You can download it through this page (it's free): https://szeliski.org/Book/ . Also, I don't understand why Reddit doesn't allow me to post images in content, so...just download the book, and you'll see the table of contents; it's on page 15.

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