rajashekar-2002 / Adaptive-high-beams-ADAS-PyTorch

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๐ŸŒŸ Adaptive High Beams ๐Ÿš—

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๐Ÿ“ธ Spotting Vehicles at Night:

  • Trained a PyTorch model to find cars ๐Ÿ”
  • categories to headlight and taillight
  • Works when it's dark outside ๐Ÿš—๐ŸŒš
  • Keeps headlights safe for everyone ๐Ÿšฆโœจ

๐Ÿ”ฆ Adjusting Headlights Automatically:

  • Avoids blinding other cars' drivers ๐Ÿ’ก๐Ÿš—
  • Imagine a grid of 8x8 tiny lights ๐ŸŽฐ๐Ÿ”ณ

๐Ÿ“ Precise Coordination:

  • Knows where vehicles are located ๐ŸŽฏ๐Ÿ“Š
  • Low beams are always on ๐Ÿ›ฃ๏ธ๐Ÿš™
  • Turns off specific light columns โšก๐Ÿ“‰

๐Ÿšซ Challenge to Overcome:

  • struggles at longer distances ๐Ÿ•’๐Ÿš—
  • Light scatters beyond the controlled area ๐ŸŒ 
  • Some dark regions might still get lightโ˜„๏ธ

๐ŸŒŒ Working Together - Python & Arduino:

  • Python talks to Arduino using pyserial๐Ÿ๐Ÿค–
  • Arduino controls the LED matrix ๐ŸŽฎ๐ŸŒ

Let's brighten the way together, while we learn and improve! ๐Ÿš€๐ŸŒŸ

#SmartHeadlights #SaferDriving #InnovatingRoads"

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