

How to use OpenCV in Python, Make Your Hand Invisible Using OpenCV Magic Effect
While generative AI dominates the current landscape, the foundational principles of computer vision remain the bedrock of real-time spatial computing in 2026. This classic OpenCV implementation demons...
πΊ Watch here: https://www.youtube.com/watch?v=hATXgqsfiJo

ΠΠ°ΠΊ ΠΈΠ· ΡΠΌΠ°ΡΡ-ΠΊΠ°ΠΌΠ΅ΡΡ ΡΠ΄Π΅Π»Π°ΡΡ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅ Π·ΡΠ΅Π½ΠΈΠ΅: Π΄ΡΡΠΆΠΈΠΌ Hikrobot ID3000 + OpenCV ΡΠ΅ΡΠ΅Π· Python
ΠΠΎΠΆΠ½ΠΎ Π»ΠΈ ΠΈΠ· ΡΠΌΠ°ΡΡ-ΠΊΠ°ΠΌΠ΅ΡΡ ΡΠ΄Π΅Π»Π°ΡΡ ΠΏΠΎΠ»Π½ΠΎΡΠ΅Π½Π½ΡΡ ΡΠΈΡΡΠ΅ΠΌΡ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ Π·ΡΠ΅Π½ΠΈΡ? ΠΠΎΠΆΠ½ΠΎ, Π½ΡΠΆΠ½ΠΎ ΠΏΠΎΠ΄ΡΡΠΆΠΈΡΡ Π΅Ρ C-Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΡ Hikrobot IDMVS SDK Ρ OpenCV ΡΠ΅ΡΠ΅Π· Python. Π ΡΠΎΠΌ, ΠΊΠ°ΠΊ ΡΡΠΎ ΡΠ΄Π΅Π»Π°ΡΡ β ΡΠ°ΡΡΠΊΠ°ΠΆΡ Π½Π° ΠΏΡΠΈΠΌΠ΅ΡΠ΅ ΠΊΠ΅ΠΉΡΠ° ΠΏΠ΅ΡΠ°ΡΠΈ ΠΌΠ°ΡΠΊΠΈΡΠΎΠ²ΠΊΠΈ Π½Π° ΠΌΠ΅ΡΠΊΠ°Ρ ΡΡΡΠΎΠΈΡΠ΅Π»ΡΠ½ΠΎΠΉ ΡΠΌΠ΅ΡΠΈ: ΠΊΠ°ΠΊ ΠΌΡ ΠΏΡΠΎΠ²Π΅ΡΡΠ»ΠΈ ΡΠΈΠ½Ρ ΡΠΎΠ½Π½ΠΎΡΡΡ ΠΏΠ΅ΡΠ°ΡΠΈ ΠΊΠΎΠ΄ΠΎΠ² ΠΌΠ°ΡΠΊΠΈΡΠΎΠ²ΠΊΠΈ, ΠΈΡΠΊΠ°Π»ΠΈ Π±Π΅Π»ΡΠ΅ ΠΊΠ²Π°Π΄ΡΠ°ΡΡ, ΠΏΠΎΠΏΠ°Π΄Π°Π»ΠΈ Π² Π½ΠΈΡ ΠΊΠΎΠ΄Π°ΠΌΠΈ, Π΄ΡΠ±Π»ΠΈΡΠΎΠ²Π°Π»ΠΈ ΠΏΠΎ 4 ΠΊΠΎΠ΄Π° Π½Π° ΠΎΠ΄ΠΈΠ½ ΠΌΠ΅ΡΠΎΠΊ.
https://habr.com/ru/articles/1031192/
#ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅_Π·ΡΠ΅Π½ΠΈΠ΅ #Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·Π°ΡΠΈΡ_ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄ΡΡΠ²Π° #ΠΌΠ°ΡΠΊΠΈΡΠΎΠ²ΠΊΠ° #ΡΠ΅Ρ Π½ΠΈΡΠ΅ΡΠΊΠΎΠ΅_Π·ΡΠ΅Π½ΠΈΠ΅ #opencv

ΠΠΎΠΈ ΠΊΠΎΠ»Π»Π΅Π³ΠΈ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄ΡΡ ΠΏΡΠΈΠ½ΡΠ΅ΡΡ Π΄Π»Ρ ΠΏΡΠΎΠΌΡΡΠ»Π΅Π½Π½ΠΎΠΉ ΠΌΠ°ΡΠΊΠΈΡΠΎΠ²ΠΊΠΈ ΠΈ ΡΠΎΠ±ΠΈΡΠ°ΡΡ Π½Π° Π±Π°Π·Π΅ Π½ΠΈΡ ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡΡ Π΄Π»Ρ ΠΏΡΠΎΠΌΡΡΠ»Π΅Π½Π½ΠΎΠΉ ΠΌΠ°ΡΠΊΠΈΡΠΎΠ²ΠΊΠΈ, Π² ΠΏΠ°ΡΡ ΠΊ ΠΊΠ°ΠΆΠ΄ΠΎΠΌΡ ΠΏΡΠΈΠ½ΡΠ΅ΡΡ ΡΡΠ°Π²ΠΈΠΌ ΡΠΌΠ°ΡΡ-ΠΊΠ°ΠΌΠ΅ΡΡ Hikrobot ID3000 Π΄Π»Ρ Π²Π΅ΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ...
OSCCA is happening this Monday, May 4 β in person at Display Week!
If you're working in computer vision, display tech, or imaging, this is a great one-day event with access to the Display Week exhibit hall all week.
Two discount codes to know:
- OPENCVC β free entry (limited, first come first served)
- OPENCVEB β $375 instead of $599
Register here: https://www.displayweek.org/event-enhancements/oscca/
In-person only. See you Monday!
ΠΠ΅ΡΠΎΠ΄Ρ ΠΎΠ±Π½Π°ΡΡΠΆΠ΅Π½ΠΈΡ ΠΊΠΎΠ½ΡΡΡΠΎΠ² Π² ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΈ: ΠΏΡΠΎΡΡΡΠ°Π½ΡΡΠ²Π΅Π½Π½ΡΠ΅ ΡΠΈΠ»ΡΡΡΡ
ΠΠΎΠ»ΡΡΠΈΠ½ΡΡΠ²ΠΎ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΡ CV-Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² Π½Π΅Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎ ΠΏΡΠ΅Π΄ΡΡΠ°Π²ΠΈΡΡ Π±Π΅Π· Π²ΡΠ΄Π΅Π»Π΅Π½ΠΈΡ Π³ΡΠ°Π½ΠΈΡ ΠΎΠ±ΡΠ΅ΠΊΡΠΎΠ². Π ΡΡΠΎΠΉ ΡΡΠ°ΡΡΠ΅ ΡΠ°Π·Π±ΠΈΡΠ°Π΅ΠΌ, ΠΊΠ°ΠΊ ΡΠ°Π±ΠΎΡΠ°ΡΡ ΠΏΡΠΎΡΡΡΠ°Π½ΡΡΠ²Π΅Π½Π½ΡΠ΅ ΡΠΈΠ»ΡΡΡΡ β ΠΎΡ ΠΏΡΠΎΡΡΠ΅ΠΉΡΠΈΡ ΠΌΠ°ΡΠΎΠΊ 2Γ2 Π΄ΠΎ ΠΏΠΎΠ»Π½ΠΎΡΠ΅Π½Π½ΠΎΠ³ΠΎ Π΄Π΅ΡΠ΅ΠΊΡΠΎΡΠ° ΠΠ°Π½Π½ΠΈ. Π Π°ΡΡΠΌΠΎΡΡΠΈΠΌ ΠΌΠ°ΡΠ΅ΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΡΡ Π±Π°Π·Ρ: ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΡΠ΅ ΠΏΠ΅ΡΠ²ΠΎΠ³ΠΎ ΠΈ Π²ΡΠΎΡΠΎΠ³ΠΎ ΠΏΠΎΡΡΠ΄ΠΊΠ°, Π³ΡΠ°Π΄ΠΈΠ΅Π½Ρ, Π΄ΠΈΡΠΊΡΠ΅ΡΠ½ΡΠΉ ΠΠ°ΠΏΠ»Π°ΡΠΈΠ°Π½. ΠΠ°ΠΊ ΠΈΠ· Π°ΠΏΠΏΡΠΎΠΊΡΠΈΠΌΠ°ΡΠΈΠΈ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΡΡ ΠΏΠΎΠ»ΡΡΠ°ΡΡΡΡ ΠΎΠΏΠ΅ΡΠ°ΡΠΎΡΡ β Π ΠΎΠ±Π΅ΡΡΡΠ°, ΠΡΡΠΈΡΡΠ°, Π‘ΠΎΠ±Π΅Π»Ρ, ΠΠ°ΠΏΠ»Π°ΡΠ°. Π Π°Π·Π±Π΅ΡΠ΅ΠΌ Π΄Π΅ΡΠ΅ΠΊΡΠΎΡ ΠΠ°Π½Π½ΠΈ ΠΏΠΎ ΡΠ°Π³Π°ΠΌ: ΡΠ³Π»Π°ΠΆΠΈΠ²Π°Π½ΠΈΠ΅ ΠΠ°ΡΡΡΠ°, ΠΏΠΎΠΈΡΠΊ Π³ΡΠ°Π΄ΠΈΠ΅Π½ΡΠΎΠ², ΠΏΠΎΠ΄Π°Π²Π»Π΅Π½ΠΈΠ΅ Π½Π΅-ΠΌΠ°ΠΊΡΠΈΠΌΡΠΌΠΎΠ², Π΄Π²ΠΎΠΉΠ½Π°Ρ ΠΏΠΎΡΠΎΠ³ΠΎΠ²Π°Ρ ΡΠΈΠ»ΡΡΡΠ°ΡΠΈΡ. ΠΡΠ΄Π΅Π»ΡΠ½ΠΎ β Π°Π΄Π°ΠΏΡΠΈΠ²Π½ΡΠΉ ΡΠΈΠ»ΡΡΡ Π£ΠΎΠ»Π»Π΅ΡΠ° Π΄Π»Ρ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΠΏΠΎΠ΄Π±ΠΎΡΠ° ΠΏΠΎΡΠΎΠ³Π°.
https://habr.com/ru/companies/timeweb/articles/1022270/
#ΠΊΠΎΠ½ΡΡΡΡ #opencv #python #ml #cv #ΠΌΠ°ΡΠ΅ΠΌΠ°ΡΠΈΠΊΠ° #ΠΌΠ°ΡΠ΅ΠΌΠ°ΡΠΈΠΊΠ°_Π΄Π»Ρ_ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΡΠΎΠ² #ΠΌΠ°ΡΠ΅ΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΎΠ΅_ΠΌΠΎΠ΄Π΅Π»ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ #ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠ°_ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ #timeweb_ΡΡΠ°ΡΡΠΈ

β― Π‘ΠΎΠ΄Π΅ΡΠΆΠ°Π½ΠΈΠ΅ Π’Π΅ΠΎΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΎΠ΅ Π²Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² ΠΏΠΎΠΈΡΠΊ ΠΊΠΎΠ½ΡΡΡΠΎΠ² 1.1 ΠΠ΅Ρ Π°Π½ΠΈΠ·ΠΌ ΡΠ°Π±ΠΎΡΡ ΠΌΠ°ΡΠΎΠΊ 1.2 ΠΠΏΠ΅ΡΠ°ΡΠΎΡ Π ΠΎΠ±Π΅ΡΡΡΠ° 1.3 ΠΠΏΠ΅ΡΠ°ΡΠΎΡΡ ΠΡΡΠΈΡΡΠ° ΠΈ Π‘ΠΎΠ±Π΅Π»Ρ 1.4 ΠΠΏΠ΅ΡΠ°ΡΠΎΡ ΠΠ°ΠΏΠ»Π°ΡΠ° 1.5 Π€ΠΈΠ»ΡΡΡ Π£ΠΎΠ»Π»Π΅ΡΠ° 1.6 ΠΠ΅ΡΠ΅ΠΊΡΠΎΡ Π³ΡΠ°Π½ΠΈΡ ΠΠ°Π½Π½ΠΈ...
ΠΠ°ΠΊ ΡΠ²ΡΡΡΠΎΡΠ½ΡΠ΅ Π½Π΅ΠΉΡΠΎΠ½Π½ΡΠ΅ ΡΠ΅ΡΠΈ Π²ΠΈΠ΄ΡΡ ΠΌΠΈΡ
ΠΡΠΈΠ²Π΅Ρ, Π₯Π°Π±Ρ! ΠΠ΅Π½Ρ Π·ΠΎΠ²ΡΡ Π―Π½Π° ΠΠΎΠ»ΡΠ½ΠΎΠ²Π°, Ρ ex-ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊ ΡΠΈΡΡΠ΅ΠΌ ΡΠ°ΡΠΏΠΎΠ·Π½Π°Π²Π°Π½ΠΈΡ ΠΎΠ±ΡΠ°Π·ΠΎΠ², Π° ΡΠ΅ΠΉΡΠ°Ρ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Ρ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ΅ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅ ΠΎΠ±ΡΡΠ΅Π½ΠΈΠ΅ Π² ΠΠΠ’Π£ ΠΈΠΌ. Π.Π. ΠΠ°ΡΠΌΠ°Π½Π° ΠΈ ΠΏΠΈΡΡ ΠΊΡΡΡΡ Π΄Π»Ρ Π―Π½Π΄Π΅ΠΊΡ ΠΡΠ°ΠΊΡΠΈΠΊΡΠΌΠ°, Π½Π°ΠΏΡΠΈΠΌΠ΅Ρ,
https://habr.com/ru/companies/yandex_praktikum/articles/1015974/
#ΠΊΠΎΠΌΠΏΡΡΡΠ΅ΡΠ½ΠΎΠ΅_Π·ΡΠ΅Π½ΠΈΠ΅ #ΡΠ²Π΅ΡΡΠΎΡΠ½ΡΠ΅_Π½Π΅ΠΉΡΠΎΠ½Π½ΡΠ΅_ΡΠ΅ΡΠΈ #cnn #opencv #keras

ΠΡΠΈΠ²Π΅Ρ, Π₯Π°Π±Ρ! ΠΠ΅Π½Ρ Π·ΠΎΠ²ΡΡ Π―Π½Π° ΠΠΎΠ»ΡΠ½ΠΎΠ²Π°, Ρ ex-ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊ ΡΠΈΡΡΠ΅ΠΌ ΡΠ°ΡΠΏΠΎΠ·Π½Π°Π²Π°Π½ΠΈΡ ΠΎΠ±ΡΠ°Π·ΠΎΠ², Π° ΡΠ΅ΠΉΡΠ°Ρ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Ρ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ΅ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅ ΠΎΠ±ΡΡΠ΅Π½ΠΈΠ΅ Π² ΠΠΠ’Π£ ΠΈΠΌ. Π.Π. ΠΠ°ΡΠΌΠ°Π½Π° ΠΈ ΠΏΠΈΡΡ ΠΊΡΡΡΡ Π΄Π»Ρ Π―Π½Π΄Π΅ΠΊΡ ΠΡΠ°ΠΊΡΠΈΠΊΡΠΌΠ°, Π½Π°ΠΏΡΠΈΠΌΠ΅Ρ,...
Actually to avoid burying the lede, am interested in automatic floor plan feature extraction and detection (extract walls, and fixtures, detect doors and ovens, etc). Maybe using OpenCV or other off the shelf techniques and/or FOSS libraries where possible.
Any pointers or good leads appreciated, boosts also welcome. :)
SamuRoid β A Raspberry Pi-powered 22-DOF humanoid robot with Multimodal LLMs and ROS support

Shenzhen Xiao R Geek Technology (XiaoR GEEK) SamuRoid is a 22-DOF bionic humanoid robot built around a Raspberry Pi 4 Model B. Designed for researchers, educators, and robotics developers, the robot combines a traditional Robot Operating System (ROS) environment with modern embodied AI capabilities. The concept of SBC-powered humanoid robots is not new, and we have previously seen similar robots, such as the Tonybot and PiMecha, which focused on basic servo control, OpenCV vision, and beginner-friendly programming. Compared to those, SamuRoid is priced significantly higher but offers a more advanced setup with tighter hardware-software integration and support for multimodal interaction that combines vision, voice, and large language models. We have also seen a simpler, but larger bipedal robot like the Mini Ο. SamuRoid specifications SBC β Raspberry Pi 4 Model B (4GB or 8GB RAM options) Actuators β 22x XRS-series bus servos delivering β₯ 30 kgf Β· cm of torque at 12V