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weeds4/README.dataset.txt

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+# weeds4-evltl-grf8n-zfn7s-ecuv > 2025-03-13 8:05am
+https://universe.roboflow.com/rf-100-vl/weeds4-evltl-grf8n-zfn7s-ecuv
+
+Provided by a Roboflow user
+License: MIT
+
+# Overview
+- [Introduction](#introduction)
+- [Object Classes](#object-classes)
+  - [Billygoat Weed](#billygoat-weed)
+  - [Carrots](#carrots)
+  - [Cynodon Dactylon](#cynodon-dactylon)
+  - [Dandelion](#dandelion)
+  - [Large Crabgrass](#large-crabgrass)
+
+# Introduction
+This dataset aims to facilitate the identification and annotation of weeds and plants commonly found in agricultural settings. The goal is to accurately detect and classify different plant types to aid in automated farming practices. The classes in this dataset are:
+
+- Billygoat weed: Known for its broad leaves and clustered growth.
+- Carrots: Recognizable by their feathery leaf texture.
+- Cynodon Dactylon: A type of grass with a distinctive runner stem.
+- Dandelion: Characterized by its rosette leaf arrangement.
+- Large Crabgrass: Features broad and often sprawling leaf blades.
+
+# Object Classes
+
+## Billygoat Weed
+### Description
+Billygoat weed has broad, rounded leaves often growing in a clustered fashion. It is recognizable by its dense leaf structure.
+
+### Instructions
+- Annotate the entire area where billygoat weed leaves are visible, ensuring the boundary captures the dense clusters.
+- Avoid labeling individual stray leaves that are not part of the main cluster.
+
+## Carrots
+### Description
+Carrot plants have a feathery appearance due to their fine, delicate leaves. The leaf structure is less dense compared to billygoat weed.
+
+### Instructions
+- Focus on annotating the central mass of carrot leaves where the feathery texture is apparent.
+- Do not include nearby similar plants if the feathery leaves are not evident.
+
+## Cynodon Dactylon
+### Description
+Cynodon Dactylon, or Bermuda grass, has slender, wiry stems with narrow leaves. It appears as a sprawling grass with distinctive runner stems.
+
+### Instructions
+- Identify and annotate the sections where the narrow leaves and runner stems are predominant.
+- Avoid areas where the grass structure disperses into non-distinct patches.
+
+## Dandelion
+### Description
+Dandelions feature a rosette pattern of toothed leaves, often lying close to the ground. The leaves are broader and have a jagged edge.
+
+### Instructions
+- Encircle the rosette area of the dandelion, including all leaves with the jagged pattern.
+- Do not annotate isolated toothed leaves without a cohesive rosette structure.
+
+## Large Crabgrass
+### Description
+Large crabgrass is characterized by its broad, flat leaves that spread outward. The plant creates a carpet-like layer over the ground.
+
+### Instructions
+- Capture the entire span of the spreading broad leaves in the annotation.
+- Exclude areas where the leaf spread is interrupted or patchy, not forming a continuous carpet.

weeds4/README.roboflow.txt

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+
+weeds4-evltl-grf8n-zfn7s-ecuv - v1 2025-03-13 8:05am
+==============================
+
+This dataset was exported via roboflow.com on March 14, 2025 at 6:25 AM GMT
+
+Roboflow is an end-to-end computer vision platform that helps you
+* collaborate with your team on computer vision projects
+* collect & organize images
+* understand and search unstructured image data
+* annotate, and create datasets
+* export, train, and deploy computer vision models
+* use active learning to improve your dataset over time
+
+For state of the art Computer Vision training notebooks you can use with this dataset,
+visit https://github.com/roboflow/notebooks
+
+To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
+
+The dataset includes 376 images.
+Weeds4-evltl-grf8n-zfn7s-ecuv are annotated in COCO format.
+
+The following pre-processing was applied to each image:
+
+No image augmentation techniques were applied.
+
+

weeds4/test/_annotations.coco.json

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