Artificial Intelligence Stack Exchange
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Questions tagged [object-tracking]

9 questions
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Real Time Single Object Tracking On Raspbery Pi

I am trying to track a single object, which will be chosen manually by a person with access to the video camera. The way it will be chosen is by the object moving into the center of the frame, the operator will press a button denoting it as the…
BurgerMan
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Can the output of non-max suppression have more bounding boxes than the number of objects the picture actually has?

I am not really understanding the non-max supression (NMS) algorithm. Let's say my model produces 20 bounding boxes (bbs) for my picture which have 7 cats (7 objects with the same class). Can it be possible that after performing NMS on 20 bbs; the…
hachane
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How can I limit the number of things Yolov7 can Identify?

So Yolov7/v8 are able to classify numerous distinct objects. One of those objects is cups for example. If I wanted to only look of cups how would I change my setup without having to do custom object identification?
Drew Patton
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Is there a state-of-the-art deep learning paper that uses center point regression instead of bounding box regression, for object tracking?

Almost all deep learning based object tracking methods perform bounding box regression. Siamese-based networks which are very popular for object tracking also perform bounding box regression most of the time, although SiamFC type exceptions exist.…
Code Of Duty
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Is it possible to create a simple face-tracking app that can monitor how much time one spends at their desk?

Context: I'm an experienced programmer with a graduate education in AI and previous CUDA programming experience. I'm versed in Machine Learning but am out of the loop -- I've not used any of the modern software packages of the last 10…
ChalkTalk
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Understanding MOTChallenge dataset format

I was looking into MOT17 datasets. And I have some stupid questions regarding dataset: Q1. Why there is no ground truth files in test datasets? For example MOT17/test/MOT17-01-DPM has folders det, img1 and a file seqinfo.ini while…
RajS
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Can DeepSort be made to track objects beside people?

As far as my understanding goes, the model used for feature extraction in DeepSort is specified as the first argument of the function create_box_encoder in the file tools/generate_detections.py: def create_box_encoder(model_filename,…
Mehdi Charife
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Is there a way to improve the low-quality data?

I'm on a robotics team and we've been tasked to write a program to differentiate between a live and dead fish. We've been given ~15 minutes of training footage and it's absolutely terrible. It's low quality, hard to label (even for humans) and it's…
user55176