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    Old on paper, undefeated in practice: 11 legacy institutions of Lucknow

    Old on paper, undefeated in practice: 11 legacy institutions of Lucknow

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    Chai, baarish & Lucknow energy | 9 spots doing it best

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    Disabling e-rickshaws won’t fix our traffic problem; it’ll create a bigger one

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    11 Lucknow studios for makeup & nails that just get it right

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    UPMRC issues detailed alignment map for Lucknow Metro’s East-West Corridor

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    Say goodbye to ‘no plan’ season: 9 events in Lucknow to bookmark this July

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    9 things to do this monsoon in Lucknow; we’re ready when the rain is

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    Shalimar Excellence Summit 2026 rewards top channel partners in Lucknow

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    7 Kanpur preschools giving little learners the best start!

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    9 places that keep Kanpur’s non-veg game loud, spicy & unmatched

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    Disabling e-rickshaws won’t fix our traffic problem; it’ll create a bigger one

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    Beyond leather and factories: 9 traditional crafts that define Kanpur’s heritage

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    Strings, sticks or keys? THESE 7 Music Stores in Kanpur have em all

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    Into Something Oriental? Try a hearty Ramen Bowl at THESE 9 spots in Kanpur

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    Old on paper, undefeated in practice: 11 legacy institutions of Lucknow

    Old on paper, undefeated in practice: 11 legacy institutions of Lucknow

    Chai, baarish & Lucknow energy | 9 spots doing it best

    Chai, baarish & Lucknow energy | 9 spots doing it best

    Disabling e-rickshaws won’t fix our traffic problem; it’ll create a bigger one

    Disabling e-rickshaws won’t fix our traffic problem; it’ll create a bigger one

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    11 Lucknow studios for makeup & nails that just get it right

    UPMRC issues detailed alignment map for Lucknow Metro’s East-West Corridor

    UPMRC issues detailed alignment map for Lucknow Metro’s East-West Corridor

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    Say goodbye to ‘no plan’ season: 9 events in Lucknow to bookmark this July

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    9 things to do this monsoon in Lucknow; we’re ready when the rain is

    Shalimar Excellence Summit 2026 rewards top channel partners in Lucknow

    Shalimar Excellence Summit 2026 rewards top channel partners in Lucknow

    9 spots in Lucknow that refuse to let you be boring this weekend

    9 spots in Lucknow that refuse to let you be boring this weekend

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    7 Kanpur preschools giving little learners the best start!

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    9 places that keep Kanpur’s non-veg game loud, spicy & unmatched

    Disabling e-rickshaws won’t fix our traffic problem; it’ll create a bigger one

    Disabling e-rickshaws won’t fix our traffic problem; it’ll create a bigger one

    Beyond leather and factories: 9 traditional crafts that define Kanpur’s heritage

    Beyond leather and factories: 9 traditional crafts that define Kanpur’s heritage

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    Strings, sticks or keys? THESE 7 Music Stores in Kanpur have em all

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Army Officer from Lucknow develops AI tech to curb friendly fire incidents, during air combat

Jatin Shewaramani by Jatin Shewaramani
30.03.2026
in Lucknow, Lucknow News
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In a groundbreaking advancement for air combat operations, Colonel Prashant Thakur of the Army Air Defence in Lucknow has introduced a revolutionary AI-powered system, designed to prevent friendly fire caused by aircraft misidentification. Named Next Generation Aircraft Recognition for Bharat by Harnessing Artificial Intelligence (NABH AI), the technology promises to identify friendly and enemy aircraft, including UAVs, with remarkable speed and accuracy.

How NABH AI enhances aerial target identification

Army officer from Lucknow develops AI-enabled system to check friendly fire. pic.twitter.com/FvLmgmtZ8C

— Arvind Chauhan, very allergic to ‘ya ya’. (@Arv_Ind_Chauhan) December 8, 2024

The NABH AI system leverages a specialised process, wherein it captures a sequence of images, which are then analyzed using advanced algorithms. This analysis enables the identification of friendly or enemy aircraft within 6–8 seconds, achieving an impressive accuracy rate of 80%. The technology addresses a critical gap observed in air combat globally, such as during the Russia-Ukraine conflict, where friendly fire incidents caused losses estimated at ₹15,000 crore.

Closer to home, the need for such innovation was highlighted during India’s Balakot operation, when an IAF Mi-17V5 helicopter was mistakenly shot down in a friendly fire incident, near Srinagar.

Col. Thakur’s NABH AI was developed in just one year

Till now, radar systems have been the primary tools for identifying aerial targets. However, their limited precision often resulted in 70–80% of targets being marked as “unknown.” Recognizing this shortfall, Col. Thakur conceptualized and developed NABH AI, utilizing an image database and AI algorithms to identify aircraft models in seconds.

Remarkably, the entire development process for NABH AI was completed within just one year. On Saturday, Col. Thakur announced his intention to apply for a patent for the technology.

Plans to integrate NABH AI into gunning systems of Indian aircrafts

Col. Thakur’s achievement was celebrated at the Inno-Yoddha 2024-2025 event, held at Delhi Cantonment, where NABH AI was recognized among the top 10 innovations. He received accolades for this cutting-edge technology, adding to his distinguished career.

A recipient of the Sena Medal for Gallantry and the Army Commander’s Commendation Card, Col. Thakur has served the Indian Army with distinction for 18 years.

Plans are underway to develop NABH AI as a chip-based model that can be integrated into India’s aircraft gun systems, further enhancing its utility in combat scenarios.

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