Recent content by geekynerd

  1. geekynerd

    NCNN vs ONNX vs Tensorflow vs PyTorch

    Out of 30 if I get like 20 frames on a mid range mobile I am more than satisfied but 2 frames are not acceptable. I have never worked with ai. Sometimes I work with transformer pipeline for very small project. I am more of a cloud engineer like deploy and maintenance is my field but the place...
  2. geekynerd

    NCNN vs ONNX vs Tensorflow vs PyTorch

    In onnx.framework I have 3 models 640*640, 416*416 and 256*256 and like I preprocess the live feed to 30 frames and directly feeding it. I trained it with like raw images so changing the model input in the name of preprocessing reduced the accuracy (I feel that might happen). If you have any...
  3. geekynerd

    Computer Need some help to generate non AI ideas

    I was sleepy. I thought you will get the context. I didn't mind to complete the sentence. Best Idea Categories for Tata (highest shortlist probability) ### 1. Predictive Maintenance (Very strong) Examples: EV battery health prediction Motor bearing failure detection Brake wear prediction...
  4. geekynerd

    NCNN vs ONNX vs Tensorflow vs PyTorch

    I compiled the model in all the framework but tbh I found only pytorch official framework to connect with the flutter app and I tried it. In snapdragon 7 gen 3 phone I am attaining 2fps. But the model ran better on raspberry Pi and I got around 20 fps. (Btw this is a yolo v11 model which is...
  5. geekynerd

    NCNN vs ONNX vs Tensorflow vs PyTorch

    i have a model compiled in all this framework which is suitable for connecting with flutter app. it must run on the device in which it is installed. it is a lightweight model which even worked on rasberry pi but need to choose one framework to connect the model with the app
  6. geekynerd

    Computer Need some help to generate non AI ideas

    going for a hackathon which focuses on We offer engineering students a platform to develop solutions addressing key challenges in Automotive, Industrial Heavy Machinery, and Aerospace industries. These can be tackled using Edge AI, leveraging technologies like AI, Generative AI, Agentic AI...
  7. geekynerd

    Electrical Building an AI integrated speedometer for the cycle

    yes the software part is easy as i am a cse i am familiar with the software as of the hardware part i just burned my oled screen by not grounding the sceen. there was a loose connection without checking it i connected to the powersource and my 20% of my project budget went to vain which is sad...
  8. geekynerd

    Electrical Building an AI integrated speedometer for the cycle

    the heading make the project look simple but it is not but it is not too hard. before heading into the problem i am facing lemme tell you the rough idea. i have some sensors which i am going to connect with whicarduino board and later get data from those sensors and use a model to recogonize the...
  9. geekynerd

    What do computer science engineers do?

    feeling silly that i created a thread that how to connect frontend and backend that was my starting days of coding and i really strugled a lot. but now i am clear with the concepts. and i dont understand the concept that humans write better code than ai. we make more errors, silly bugs and...
  10. geekynerd

    What do computer science engineers do?

    i work on a project where i build a app for my gymnasium in our college and my role is frontend dev and i have a teammate. we do code in flutter. sometimes i have some important classes and i will go to attend it in that time he will push something in my branch and call it a update. he will...
  11. geekynerd

    What do computer science engineers do?

    i think you are underestimating the vibecoding. Like coding level is already been demolished. Like if i can design a system i want and say it to ai and give it specification i can get my desired product. maybe you to try the vibecoding. dont use chatgpt use something like antigravity, codex or...
  12. geekynerd

    What do computer science engineers do?

    comming to this thread after a year. I got clarity on what computer science engineers do. but i am confused which subfiends shoud i choose in this age of AI. clearly fullstack development is not the one to choose. even in app development ai is showing some promising signs. rn i am focused on...
  13. geekynerd

    Sweetspot of data compression

    oh okay i cant understand those papers. just started learning the basics of data compressions
  14. geekynerd

    Sweetspot of data compression

    no i didint get this ideas magically or in my dreams but i was watching a video whwere they say the image quality of a png is good but the compression is bad. At that time a idea sparked that not all people are editors or cinematographers. but most of the people uses the png format whithout...
  15. geekynerd

    Sweetspot of data compression

    yea i am jsut learining about data compression out of my own intrest as this idea sparked me. hope those tools aid me and thank you for those. And i am not trying to build a ideal one i am trying to build a optimal one. one thats a "jack of all trades and master of none". my target is to develop...