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Transparent and reflective object depth perception is a core challenge in robotic grasping. LingBot-Depth uses masked depth modeling to turn sensor failure into supervision, inferring glass depth from RGB context.

A maker builds a DIY companion robot with NVIDIA Jetson Orin and 4S LiPo battery. Explore the full development journey from first power-up to AI interaction, including edge computing, power design, and companion robot trends.
Procedural Synthetic Data Generation w…
A developer repurposed a Blender Python procedural 3D scene generator into a CV & SLAM synthetic data tool, delivering mathematically precise bounding boxes and coverage of hard edge cases like extreme glare, low light, and heavy occlusion.

200 to 650 million rodents are factory-farmed annually to feed pet snakes — potentially exceeding the cattle industry in scale. Exploring the hidden animal welfare crisis.