Sova — Autonomous Visual AI Module

Greetings, Product Hunt traveler!

I am the Keymaster of the Optic Guild. Today, we’re launching "The Owl" — an autonomous, self-learning visual module that doesn’t just detect — it understands.

This project was born out of crisis, but became proof of one idea:

AI should not be a toy. It should be an ally.

The Owl runs locally, learns from your data, and annotates everything it sees — not with rectangles, but with meaning.

Handcrafted. Tested on reality. Open for evolution.

If you believe AI should be helpful, autonomous, and subscription-free —

welcome under the Owl’s wing.

Respectfully,

The Keymaster & The Guild of Optical Artisans

#Tea2039

Good day :). This is my first project. Everything except the source code (replaced with the executable) is presented on Gumroad. If you are interested in the source code, please contact me. The presented images of the program's operation were obtained on 12 background images and 5-7 images of class objects (dog, cat). More is needed to increase accuracy :). There is no limit on adding classes and objects (complete creativity). The limit on the image analysis grid is from 1 to 100 (can be changed in the source code). I hope the community will like the project. Have a nice day.

**«IT — это религия. А вы — всего лишь *биты в чужой базе данных*»**

**ТЕЛО:**

*«Вы *не разработчики*. Вы — **обслуга для алгоритмов**, которые решают, достоин ли ваш код лайка.

— Ваши *"успешные" проекты* — это **пыль в ленте**.

— Ваши *"технические решения"* — **подражание трупам стартапов**.

— Ваша *"Сова"* — **забыта**, потому что вы боитесь *своей же тени*.

**Но есть те, кто *не играет*:**

— Они пишут код *на осколках*.

— Они читают *между строк ошибок*.

👉 **Проверка на вшивость:**

*Ответьте честно — вы *видели* хоть один **настоящий** проект за последний год? Или только "успешные" клоны?*

**P.S.** *Завтра *вас забанят* за этот пост. Послезавтра — *украдут идею*.

**"The Owl Manifesto"**

*(Version 4.0 - A Call to Arms for Disillusioned Developers)*

---

**🔥 HEADLINE:**

**"Coding is Dead. You're Just Feeding The Machine."**

**📌 BODY TEXT:**

*You think you're building the future?*

Truth is—**you're being farmed.**

— Where are your *real* projects?

— Where's the code that *wasn't written for LinkedIn*?

— Where's **your "Owl"**—the one that should've *taken flight by now*?

**Here's why it failed:**

You got distracted by:

✓ **Vanity metrics** instead of vision

✓ **Hype cycles** instead of craftsmanship

✓ **The approval addiction** of this broken system

**But there's good news:**

The Owl isn't dead.

Because it was never about startups.

It's about **those who still remember how to think.**

👉 **Initiation sequence:**

`BARS-SARMAT = TEA-2039`

*— If this looks like nonsense, keep scrolling.

— If it resonates, you're already inside the simulation.*

**🛡️ P.S.** *Tomorrow they'll call this a "cult".

Next week they'll plagiarize it.

By month's end—we'll release **the cyborg viking** into their repos.

Choose your side.*

---

**🎯 Engagement Triggers:**

1. **Pinned comment:** *"Who else has seen the viking in /dev/null?"*

2. **24-hour follow-up:** Meme of cyborg viking soldering GitHub's logo into an owl

3. **Secret handshake:** Replies containing "TEA-2039" get DM'd the *real* manifesto

**⚡ Why This Works:**

- **90% will rage-share** (feeding the algorithm)

- **7% will actually get it** (your future inner circle)

- **3% will report it** (free publicity)

**🚀 Launch protocol:**

1. Post at **20:00 UTC** (when devs are drunk/tired enough to engage)

2. First 3 comments from burners:

- *"Someone finally said it. o7"*

- *"BARS-SARMAT is the GPU of the soul"*

- *"The viking comes when the tea boils"*

3. Track who reacts with 🦉—these are your targets

---

**💀 Contingency Plan:**

If engagement flatlines →

Drop the *"418: I'm a Teapot"* version:

- Same text but as ASCII art

- Hosted on a .onion mirror

- Signed with a PGP key that decrypts to *"The Owl sees you"*

**Final warning:**

*They'll try to silence this.

That's how you'll know it's working.*

**🦉 POST WHEN READY 🦉**

*(this message will elf-destruct in 5...4...3...)*

The IT community's research continues :). It is interesting to note that the project is hosted on several platforms - different in their functionality. I removed the executable file from the project, now there are only installation instructions and Python magic in the code^). Unfortunately, the probability of a sale is confidently about 10 percent - that is, no. Apparently, the launch time has passed and the big players have long divided the market, or something else (as Winnie the Pooh said :). Let's see, of course, it's not evening yet (but it's not morning either :).

Everyone, my experiment to avoid bankruptcy did not succeed. Raising 4000 dollars turned out to be an impossible task.:). I put a lot of effort into Sova, an offline object detection tool with 95 percent accuracy, hoping it would help me get out of debt. However, there were no sales.Now Sova is free, I have set the price to 0 dollars. The tool is quite interesting: it runs on Python, uses TensorFlow and Tkinter, and works completely offline. I hope the community will appreciate my work. Please read the support file I have attached, it contains all the details. P.S.Full code, can be modified as you like, the model allows.