Six-row hoe working in young sugar beet rows, seen from the front

Guide

In-row weeding explained: camera guidance vs plant-level AI

Hoeing between the rows is a solved problem. Between the plants inside the row, farms still depend on hand crews and herbicides, and this is where the methods differ most. This guide explains the terms and compares the options without favouring a brand.

As of: season 2026Last reviewed

What is in-row weeding?

In-row weeding removes weeds between the crop plants inside a row: the narrow strip a normal hoe cannot reach without cutting the crop. It is also called intra-row weeding or inter-plant weeding.

In German it is "Hacken in der Reihe", in Czech "plečkování v řádku", in French "binage sur le rang" or "désherbage intra-rang".

What is the difference between inter-row and in-row weeding?

Inter-row weeding works the soil between the crop rows with fixed tools such as duck-foot blades or discs. It is fast and well established, but it leaves a narrow strip along each row untouched. In-row weeding works exactly in that strip, between the individual plants.

Camera row guidance vs plant-level AI detection

Both use a camera, but they answer different questions.

Camera row guidance recognises the line of the crop row and steers the whole hoe sideways so the inter-row tools stay centred between the rows. It does not see individual plants and does not weed inside the row.

Plant-level detection recognises every single crop plant and moves tools into and out of the row around it. Only this makes weeding between the plants possible. AROW is a plant-level system.

What is the root point, and why does it matter?

The root point is the spot where the stem of a crop plant enters the soil. A blade that knows this coordinate can pass as close to the plant as possible without cutting it. Systems that look for the leaf instead are misled by wind, overlapping leaves and weeds growing under the crop.

AI detection of sunflowers

The AROW box is a sealed unit mounted above one crop row. It contains one 2D camera, two 3D cameras, four flash LEDs and an AI module, finds the root point of each plant and tells the blades when to open and close.

Explore the box in 3D

In-row weeding methods compared

Six ways to control weeds in and around the row, as of 2026. Speeds and results depend on the machine, crop and soil; the table compares the principle, not individual products.

In-row weeding methods by principle (as of 2026). Examples from manufacturers' public information; not a complete list.
MethodWorks inside the row?How it finds the cropSelectivityExamples (manufacturers)
Finger weederYes, passivelyIt does not: rubber fingers run along both sides of the rowWorks when the crop is anchored more firmly than the weedsKress
Torsion weederYes, passivelyIt does not: spring tines work close to the rowNeeds a well-rooted crop and small weedsvarious hoe manufacturers
Camera row guidanceNo, inter-row onlyCamera recognises the row line and steers the hoeHigh between rows; the strip in the row stays untouchedEinböck (Row-Guard), K.U.L.T., Garford, Hatzenbichler
AI-controlled blades (tractor hoe)Yes, activelyCamera and AI find every crop plant; blades open and close around itHigh, from early crop stagesMachines with AROW (e.g. SAMO VarioCHOP AI, Feldklasse ZURAMA), Lemken/Steketee IC-Weeder AI, Garford Robocrop InRow, Einböck INVERA, K.U.L.T. iSelect
Autonomous weeding robotYesSeed positions mapped by GPS at sowing, or camerasHigh; low area output per hourFarmDroid, Farming GT, Naïo
Laser weedingYesCameras and AI target each weedVery high; kills weeds without soil contactCarbon Robotics (LaserWeeder)

When does plant-level AI weeding pay off?

Wherever hand weeding is the alternative. It takes 40 to 230 hours per hectare depending on the crop; in 2026 machines with AROW removed 78–97 % of those hours and saved farmers an estimated €25.5 million in five months.

Field data 2026 in detail

Questions about in-row weeding

Is in-row weeding the same as intra-row weeding?

Yes. In-row, intra-row and inter-plant weeding all mean weeding between the crop plants inside the row. Inter-row weeding means between the rows.

Can a camera-guided hoe weed between the plants?

Only if it detects individual plants. Camera row guidance alone keeps the hoe centred between the rows; weeding between the plants needs plant-level detection and moving blades.

Is AROW a weeding robot?

No. AROW is a vision system that hoe manufacturers build into tractor-drawn machines. The tractor driver stays on the tractor; AROW controls the blades in the row.

Is AROW a laser weeder?

No. Machines with AROW weed mechanically with blades, without herbicides and without lasers.

From which crop stage does plant-level weeding work?

With AROW from the two-leaf stage, because the system looks for the root point rather than the leaf.