Hi, I'm Sergio. I'm a Computer Vision consultant, developer and course instructor.
Pysource was founded in 2017 to help companies improve their process efficiency, reliability and scalability with the user of computer vision software.
In this channel I share informative videos about computer vision and cutting-edge AI solutions.
Hello Sergio, first thank you so much!!!! for the valuable content in all your videos, you are the best, I have learned a lot in this new world that is for me with the work of images and distance of objects, I have a question, I would like to see if you can help me, to calculate the dimensions of an object? and how to draw contours in 3d as a box, thank you so much.
Thank you so much, i really learned a lot from your channel only from this video. I would be grateful if you made a longer video with some implementations
Hi Elnasir, The optimization is a complex operation and often more complex then the entire project itself. I can give you here some guidelines on what to look for. Mainly there are 4 things to look into: - python code must be optimized, avoid using python loops and instead use operation on the array with numpy library - you can use libraries like timeit , to check the speed of every chunk of your code on python and try to optimize it as much as possible. - the deep learning model must be converted into tensorRT format, optimised for the size of the data you need to pass into it (number of images per batch and size of image), tailored to the specific GPU you're using. - you need to leverage multiprocessing and split the task of your software into multiple process to leverage the power of the CPU
when I want to download the python files I can't register the website using my google account ,is there some that have download the python files successfully ,can someone help me to download files and send to me
Great Vid! Im trying to use this with Contacam. When i try to connect to the IP given by IP webcam its askes for s username and passwords tot he camera. where can i set this within IP webcam?
I'm starting my journey into computer vision and Ai. Would it be possible for me to train a raspberry pi to count the number of cars from a video, models made by Honda for example? Am I barking up the wrong tree? I don't know Python but know C/C++ very well and the migration will be a walk in the park. Does Pi3B+ and Camera have the power to do that or do I need much better hardware which I don't have? Thanks for any guidance.
Hi, does anybody know how to measure size of rectangular box that can be rotated? Imagine same example as in the video, but instead of bolt nuts, it is packages and they can lay in any orientation on the conveyor belt. How would you approach that?
Thanks a lot sir, I'm currently working on the project which is about preventing students from cheating. I'm already broke the problems down into some areas: 1. Eye gazing to check if the students are looking outside. 2. Eye blinking the keep track of the abnormal behaviors. 3. Mouth opening to check if they are speaking or not. 4. Object detection to check whether there are many people on the camera and whether they use untrustworthy devices. 5. Noise detection to check whether a abnormal sound. 6. Head pose estimation to check whether they looking outside, maybe I should combine this with the eye gazing, if there's no eyes, there will be abnormal behaviors. 7. Face spoofing to check whether the face on the screen is real face or not. I don't really know which parts should I put more into the project or should I remove something, because it's quite a challenge for me to get into the intern place in the project. I'm already done with the first three and planning to finish all the stuffs. Pls let me know your opinion about the idea and other question is how many features are good for me to show my effort to the project manager? Again, thank you sir and have a nice day!
Is there a big difference in performance and speed in AI tasks like stable diffusion & video rendering etc between RTX 4080 super and RTX 4090?Which one should i buy as I seldom play games or should i wait for 5090 at the end of the year?I am not a video editor or hold any jobs related to designing or editing,just a casual home user.
Yes, there is quite a big difference from the 4080 super and the 4090 in terms of speed and also memory. If you're not tight on budget I would definitely go for the 4090
I am looking for blister inspection in pharma industry. The feature we looking to inspect like 1. Empty blister 2. Double tablet in one cavity 3.wrong or mixed tablet 4.broken tablet 5.to identify and distinguish between same colour of capsule and its blister backgrounds.
