The invention relates to an agricultural
machine tool, in particular to an in-line swing type intelligent
weed extractor based on a
visual navigation system, which is characterized in that an
intelligent control system receives images shot by a visual guide device and data acquired by a speed measuring device, and controls a
weed extraction part to complete
weed extraction action, and each line of crops is provided with a set of
electric control executing mechanism; the inter-
plant hoeing cutter is installed below the
electric control executing mechanism, and the
servo motor drives the inter-
plant hoeing cutter to operate between
crop plants along a
cycloid track, so that weeds between the plants are removed. The hoeing device has the advantages that the hoeing component is directly driven by a power
machine, transmission is simple, action is sensitive, the hoeing component can rotate around
crop plants, weeds among the plants can be removed by avoiding the plants, and the defects that the hoeing component of an existing
machine is rigidly connected with a
plough body, only can linearly run, and is low in sensitivity, high in damage rate and not suitable for hoeing operation of fragile plants are overcome; therefore, applicable intelligent hoeing equipment is provided for various crops, especially fragile plants such as vegetables and the like.