Agriculture

Better Than Real? What an Apple-Orchard Benchmark Really Says About Synthetic Data for Vision AI

If you work on edge AI or computer vision, you’ve probably run into the same wall over and over: The model architecture is fine. The deployment hardware is (barely) ok. But the data is killing you—too narrow, too noisy, too expensive to expand. That’s true whether you’re counting apples, spotting defects on a production line, […]

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IIJ and Sony to Agree on the Establishment of a Joint Venture to Promote Smart Agriculture

TOKYO and ATSUGI, Japan – November 7, 2025 – Internet Initiative Japan Inc. (IIJ) and Sony Semiconductor Solutions Corporation (Sony) today announced the signing of an agreement to establish a joint venture that will offer soil moisture sensors and irrigation navigation services for smart agriculture. The new company is scheduled to begin operations in April 2026.

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