Nitin Rai

Making things smarter.

[Nitin Rai @imneonizer]

How to build deep learning image dataset quickly?
Answer: crawl images from yandex reverse image search results, for clean and meaningful images.

I wrote my own crawler using selenium Inspired by @PyImageSearch
Also i used PIL to verify images dimensions on the go instead.

[Nitin Rai @imneonizer]

@PINTO03091 I see the ui resembles to cvat, is it cvat?

[Nitin Rai @imneonizer]

@PINTO03091 are you using bbox to label those?

[Nitin Rai @imneonizer]

@Taniyatweets_ Already switched on a very long time ago.

[Nitin Rai @imneonizer]

@PINTO03091 lol remote machines wit high end gpus

[Nitin Rai @imneonizer]

@16vchq offline

[Nitin Rai @imneonizer]

@trikcode Man and their hunger to achieve more, but hey it's better to cry in a lambo... right?

[Nitin Rai @imneonizer]

@roshanonline The reason why we succeed in IT industry is mostly because it does not require a lot of investment and dependence on others. However, for other areas, it is still the same issue.

[Nitin Rai @imneonizer]

@roshanonline The skill and learning phase and access to indians are broken, I see on yt how people are just building what ever they want and have the skills and tools, but for most of us we don't have that privilege.

[Nitin Rai @imneonizer]

@shreybirmiwal And the costttttt of it

[Nitin Rai @imneonizer]

@hthieblot https://t.co/7t0Ww6k2Ya enterprise on-prem computer vision dataset management.

[Nitin Rai @imneonizer]

@WinRAR_RARLAB @blackscreamjk @iampritampyare @monochromerims 7zip really eating up your business

[Nitin Rai @imneonizer]

3/3

A year ago:

Weekdays = coding
Weekends = cleanup
Today:

Weekends = agents coding
Weekdays = cleanup

Not ideal. More debt. More tradeoffs.
But we're shipping faster than ever, and for non-critical systems I think it's worth it.

[Nitin Rai @imneonizer]

1/3

"if it works, don't touch it."

AI agents changed that for me.

They're generating feature updates so quickly that I can't realistically review every line anymore, even if I wanted to.

[Nitin Rai @imneonizer]

2/3

AlgoFly AI's architecture took me 2 years to build.

Most of the time Codex follows it surprisingly well.

Sometimes it doesn't.

I can usually spot the divergence, but I still want the feature shipped ASAP.

That's the tradeoff.

[Nitin Rai @imneonizer]

@PINTO03091 you can try my platform https://t.co/IIiI7Q68e4 it's similar to roboflow but with better ui and we are giving free on prem deployments for first few users

[Nitin Rai @imneonizer]

@KaiXCreator https://t.co/IIiI7Q68e4 computer vision dataset management

[Nitin Rai @imneonizer]

@nyrabuilds @X Building AI Dataset Management Platform https://t.co/6tfSv8vt98

[Nitin Rai @imneonizer]

@mfranz_on If you love Roboflow but want an alternative please checkout https://t.co/SbpMosZ1EL

[Nitin Rai @imneonizer]

@PINTO03091 Really annoying some times

[Nitin Rai @imneonizer]

Checkout: https://t.co/SbpMosZ1EL

[Nitin Rai @imneonizer]

Exciting time, so proud to have achieved this much on in house computer vision dataset management platform.