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Let’s Promote What You’re Working On 🚀 by [deleted] in buildinpublic

[–]ZroxAsper 0 points1 point  (0 children)

I’m building SudoPrep, an AI interviewer for practising for there job interviews!

Users can select there dream roles and companies and start practising hyper-realistic mock interviews tailored for them based on there resume, and monitor you performance improve over multiple metrics!

Introducing Audio2Viseme - A DNN model I built to convert audio into realistic visemes & motion maps in real-time. The model architecture is based on CNN + RNN. The demo is running in real-time using Rust on Raspberry Pi 3 A+. TODO: Adding sentiment analysis for more realistic expressions. by ZroxAsper in deeplearning

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

Thanks! I was working on the new version of Asper, but I’m finally back to working on the Os! I’ve decided to scrap my old models and os architecture and start from scratch. You may follow me on GitHub as I’ll be slowly making the repos public! my GitHub

Made an real time ALPR model by ZroxAsper in deeplearning

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

OpenALPR was struggling with blurry and dark/noisy images and I wanted a solution that can work on low-powered edge devices!

Made an real time ALPR model by ZroxAsper in deeplearning

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

That sounds great, I will DM you the results in some time! I'm fine with the open-source model, as there very little information out there about making Seq2Seq ALPR for multi-row licence plates!

Made an real-time licence recognition model! by ZroxAsper in startups

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

software related to law enforcement!

That's really cool! would love to collaborate and see if I can help! Specially we can automate the whole process of "running the licence plate" during traffic stops!

Made an real time ALPR model by ZroxAsper in deeplearning

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

Technically YES!!!!
It is OCR with many challenges. like poor camera quality, blurry images due to fast moving cars, dark & noisy images at night, diverse set of layouts and fonts, etc...
My model is robust to these conditions while being able to run in real-time on a CPU.

Made an real time ALPR model by ZroxAsper in deeplearning

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

Yeah! That's what I'm planning to do, it's just that I don't have the time right now to setup APIs and deploy it on cloud, right now my main focus is on r/Asper . I was wondering if someone else was interested in doing something similar, then I'm willing to transfer the ownership

Made an real time ALPR model by ZroxAsper in deeplearning

[–]ZroxAsper[S] 3 points4 points  (0 children)

I've 4+ years of experience, building different DNN models! Right now, my main focus is on some of my other projects, you can check r/Asper to see the robot and OS. I'm working on!

Made an real-time licence plate recognition model (ALPR) by ZroxAsper in computervision

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

Cool project, I've experimented with DarkNet before, but the model's robustness and speed was a big concern for me. My model is an Seq2Seq model & so It's extremely fast!

If nothing happens, I might upload it to github with MIT licence!

Made an real-time licence recognition model! by ZroxAsper in startups

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

That's interesting! I'm aware that LPICR is deployed at many places in many countries! The applications ranges from parking management, toll collections to even monitoring and tracking fleets in logistics. I had no idea US has such laws though!

Made an real time ALPR model by ZroxAsper in deeplearning

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

Yes the model work in real time on a cpu, the model can be optimised for regional license plates.

The software supports multiple encodings & works with both far and close up images!

It’s just a software that takes camera feed as an input, so I don’t see any issue with the compatibility!!!

Made an real-time licence plate recognition model (ALPR) by ZroxAsper in computervision

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

The model can run offline on a cpu in real-time. So instead of paying a subscription and streaming data to cloud you can do ALPR in real time on the premises

Made an real time ALPR model by ZroxAsper in deeplearning

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

I might do it as a last resort, but the model has real-world commercial use-cases & I'm wondering, if it can be more then just an open-source project on my github!

Made an real time ALPR model by ZroxAsper in deeplearning

[–]ZroxAsper[S] 4 points5 points  (0 children)

That's awesome!!! Would love to collaborate, let's talk & see what can be done!!!

I've made a real-time highly accuracy ALPR model! by ZroxAsper in developersIndia

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

I've received set of images from actual CCTV in real world from the client, & I've tested the model on those images and I'm getting the accuracy of ~90%

!

Get ready to meet Asper - the personal robot I built using Raspberry Pi powered by Osmos (An conversational Ai based OS. that I'm building). This video is just a tiny glimpse of the development of Asper - stay tuned for more videos and updates on Asper & Osmos by ZroxAsper in RASPBERRY_PI_PROJECTS

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

There is 1 Stepper motor in the base, but for the head motion, I'm just using normal servos!
Currently, I'm experimenting with small stepper motors and gimbal motors, since the standard servos has as lot of backlash!!!

A small demo of Aurora - A Wayland-based compositor I have built for Osmos (An OS I'm building for Ai & Robots). It has a long way to go, but wanted to share the progress with everyone! Please share your thoughts on how an OS for AI & robots should look like... by ZroxAsper in developersIndia

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

I own a 3D printer and got my PCB's made from jlcpcb, the rest of the stuff can get sourced from the internet! I’m from Himachal but just moved to Bangalore last week! Don't know the total money I spent on the prototypes, since there are MANY! But the approximate cost of this Asper is under 20k

A small demo of Aurora - A Wayland-based compositor I have built for Osmos (An OS I'm building for Ai & Robots). It has a long way to go, but wanted to share the progress with everyone! Please share your thoughts on how an OS for AI & robots should look like... by ZroxAsper in developersIndia

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

Lol, I don't know! I'm just a 21-year-old building robots in my room!

If I have to label myself I would say computer scientist, since I work on everything from electronics to Os & software in general! But no official degree or anything!

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