CLAHE (cv::createCLAHE). Equalizes per tile grid with clip_limit capping the histogram to keep noise down — the workhorse for medical and night-scene enhancement.

Module：OpenCV enhancement · Task type：opencv_clahe

Ports

Inputs

PortTypeRequired
inImage / cv::Mat✓

Outputs

PortTypeRequired
outcv::Mat✓

Parameters

参数类型默认值范围 / 选项说明
clip_limitfloat2[0.1, 40]contrast limiting strength (1-4 typical)
tile_xint8[1, 64]
tile_yint8[1, 64]

Example graph

A minimal runnable pipeline (read → process → write). Drag it into GraphStudio or open via --open; replace data/test.png with a real path.

{
  "version": "2.0",
  "tasks": [
    {
      "id": "read",
      "type": "opencv_image_read",
      "params": {
        "file_path": "data/test.png"
      }
    },
    {
      "id": "node",
      "type": "opencv_clahe",
      "params": {
        "clip_limit": 2,
        "tile_x": 8,
        "tile_y": 8
      }
    },
    {
      "id": "save",
      "type": "opencv_image_write",
      "params": {
        "file_path": "out_out.png"
      }
    }
  ],
  "edges": [
    {
      "from": "read",
      "from_port": "out",
      "to": "node",
      "to_port": "in"
    },
    {
      "from": "node",
      "from_port": "out",
      "to": "save",
      "to_port": "in"
    }
  ]
}

Part of the GraphStudio node guide series; parameters reflect the latest release.