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The DeepFisheye dataset includes both synthetic and real data. The synthetic portion consists of fisheye color images, depth maps, and 3D joint data captured from a Unity virtual environment, comprising roughly 233,000 image‑joint pairs. The real portion contains fisheye color images and 3D joint data captured with a FLIR CM3‑U3‑13Y3C‑CS machine‑vision camera; joint data recorded by a Leap Motion device, totaling 42,000 images collected from four participants.