Anyone have any ideas about how I could setup such a problem for deep learning?Should I break the problem into 2 stages (location then classification - but then the location problem still has an unknown number of labels)? Thanks!

In first part you should create a method for detecting if in the image is digit or not. For this purpose you can use method called "sliding windows" (watch this video by Andrew Ng explaining this method). Assume you have image with size 200x200 and each digit has size around 20x20. You can create a window of size 20x20, and in each iteration window is moving right by 20 pixels (or less/more), if window reach right part of image, its moving back to left side, and 20 pixel down (or less/more). After each move of window you're cropping image, checking by using neural network if there's digit on cropped image. If there's digit, you're saving x, y coordinates of window and cropped image to images' array.


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There's second way to find digits on image, you can train neural network which determines number of digits on image (it might be difficult), and then, by using k-means (you should set number of clusters to number of digits you're got from NN) you can find positions of digits if they're not too close to each other. I did this in one project, and it worked, but you should have images with plain background and you have to create an array with pixels positions which have brightness exceeding some threshold.

So I was a bit taken aback, of course. It seems that they have the guys use their own cell phones to call about deliveries. But the part that confused me the most is why I got that full screen caller ID picture in the first place? He is not my contact, Facebook friend or anything. He is a complete stranger. So why did I get a caller ID photo from him at all?

When I mentioned to him that I was taken aback by the caller ID picture, he was totally embarrassed and didn't seem to know that the picture was being sent with his calls. He said it was an old picture that he hadn't seen in years.

Thus I don't understand how strangers can have you receive a full screen caller ID photo when you've never met them before in your life. I then reviewed my call log and noticed that the locksmith who came on the same day also had a contact photo displayed, but it was small. I'm not understanding why I am getting caller ID and contact photos at all when I don't know these people.

You've just helped me realize something even stranger. Both "Abdomen Guy" and my locksmith are now listed in my contacts even though I never chose "add to contacts." Yet when another contractor called me this morning, there was no caller ID photo and when I clicked on the little i there was an option to create a contact listing for this number.

I have a component that shows the stats for a character. The character can have, or not have, a series of images associated to their profile. The images are stored in the /public folder, and have the naming scheme :

It works on dev, but it puts an error message in the console for every image that returns a 404 to the fetch, which is annoying. If this is the right method, I'd like to mute those messages (and ideally without having to resort to browser settings)

you go into settings then scroll quite a way down to Phone - click that and scroll down nearly to the bottom and where it says Silence Unknown Callers - it is toggled on if green but when you want unknown numbers to come in - like I had a call from Rheumatology and no idea what number that would be but definitely not in my contacts - I toggled if off so it appeared grey. However you did say your phone wasn't set up to silence unknown callers so this may not be the case. My phone is old - 6splus - and I have only had this facility since we had IOS 13 - didn't have the facility before and I know someone who isn't in my contacts will get the info that I am on another call so that's why I mentioned this. However if your phone is not showing green at this setting then do contact Apple and see what they have to say. I find it a great setting for me - cuts out rubbish calls.

Dear users, happy time

i have forms with containing "image" type question, when i visit a site, it take only photo, as per the requirements, i need at least 6 photos per site to be submitted by ODK, is it possible, or ODK is supporting only one photo per one question?

thanks in advance.

There is presently no widget that supports taking multiple photos. Instead, you must either explicitly add a separate question/control for each photo you want (eg if you have a fixed known number of photos). Or if the number of potential photos is unknown, as in your case, you would be better off putting a (single) photo question in a repeat group, and 'adding' additional photos that way.

Quite recently I got an update changing the WhatsApp voice call push notification (that was working fine) to a regular native voice call notification in the watch but with Unknown caller, please refer to the attached picture. What's the reason for changing this? It makes sense to actually get the native incoming call notification in the watch, but without any information about who is calling, it's kind of worthless. What's also confusing is that the "Respond to incoming call"-feature looks like it's working fine, but it's actually not working at all. That's very bad UX. And if you've decided to keep this native incoming call notification for Whatsapp calls, it would be nice if you also could block the real Whatsapp push notification that pops up behind.

I receive my fair share of spam/phishing texts. But received just this photo last evening from unknown sender without verbiage or link from a 424 area code number.

Could be errant text as similar area code as mine (412).

Anyone else receive texts like this from unknown sender? Tempted to respond (Open the Margaux instead) but never do to unknown senders.

That said peculiar set up for storage (inclined) unless perfect humidity/temp control.

image750996 111 KB

We present a discrete, unsupervised multi-region competition algorithm for image segmentation over different energy functionals. The number of regions present in an image does not need to be known a priori, nor their photometric properties. The algorithm jointly estimates the number of regions, their photometries, and their contours. The required regularization is provided by defining a region as a connected set of pixels. The evolving contours in the image are represented by computational particles that move as driven by an energy-minimization algorithm. We present an efficient discrete algorithm that allows minimizing a range of well-known energy functionals under the topological constraint of regions being connected components. The presented framework and algorithms are implemented in the open-source Insight Toolkit (ITK) image-processing library.

Personal Identity: Attackers may capture the appearance of citizens through video calls and relating the video or image capture to an identifiable individual through Internet search from Google, social media posts or online photo albums. Also, it can observe personal details in targets' backgrounds or appearances that can aid future social engineering or identity theft attacks.

Exercise Caution in Answering Calls: Maintain a cautious attitude towards video calls from unknown individuals. If you don't know the caller, you can choose not to answer or directly reject the call.


Avoid Disclosing Personal Information: Do not disclose sensitive personal information such as passwords or bank account numbers during unknown video calls. Legitimate institutions or their staff will not request such information through video calls.

Cyber security is increasingly important, and guarding against the risks of unknown video calls is one of the challenges we must face. By following the practical advice provided in this article and maintaining vigilance, individuals can enhance cyber security and protect themselves from potential threats. Exercise caution in answering video calls from strangers, avoid disclosing sensitive personal information, be cautious with file downloads, configure privacy settings, and discuss these risks with family and friends to raise awareness of unknown video calls together. Only through these efforts can we establish a safer online environment and protect the interests of individuals and society.

What kind of invalid number you want to block? Do you have any specific pattern? Unknown caller can be a valid number which is not in your contact. Could you please elaborate the kind or type of number? You can check the idea portal where these feature request are made.

"What kind of invalid number you want to block " I want to block those which are invalid duuuuuh, When caller ID is blank, or is unknown caller or unknown number I have no interest. that is zero interest in even allowing the number to ring me. This system seem to only block by specific number.. Once again, I want to block any invalid or unknown number.

To turn on Silence Unknown Callers, go to Settings > Phone, then scroll down, tap Silence Unknown Callers, and turn on the feature. Calls from unknown numbers are silenced and sent to your voicemail, and appear in your recent calls list.

Checketts said her team members follow a very specific outreach protocol. In the event you may have been exposed to someone who has tested positive for COVID-19, they will call you and send an email to your university email address (e.g., uNID@utah.edu). They may also attempt to contact you via text message (SMS). Given concerns about answering calls from unknown or unrecognized numbers, the contact tracing team will always provide details about how to contact them.

While all of this is most definitely intriguing, the identity of the mystery caller is still unknown. This has fans questioning who the caller might be. In this article, we will take a closer look at the mystery caller and who they might be in Modern Warfare 3. 17dc91bb1f

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