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Showing posts with the label ai in agriculture

What Types of Objects in Agriculture are detected through Image Annotation?

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Image annotation is becoming important for computer vision based all types of AI models developed through machine learning. In agriculture sector AI has set foot through various advance equipment system and techniques, making this field more productive and efficient. Yes, robotics, drones and AI-enabled machines are dedicatedly used in agricultural sector for performing various tasks. Actually, all these machines works on computer vision based technology. And these AI-enabled machines are trained through training data sets generated through images annotation. Image Annotation for AI and Machine Learning Image annotation is the data labeling technique used to make the varied objects recognizable for machines. And in machine learning huge amount of such datasets are used through algorithms. Hence, image annotation plays an important role in model development. And computer vision based all types of AI model can be well-trained if high-quality datasets is used with right algorithm....

How to Get Machine Learning Training Datasets for Agriculture?

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To get the training data for machine learning in agriculture first of all you need to decide what type of AI model you are working or which type of agriculture related datasets you need for your project. Actually, there could be multiple types of machine learning based models that can be developed for agriculture and farming sector to improve the productivity and crop yield. Agriculture Datasets for Machine Learning and AI Basically most of the machine learning models for agriculture are developed in the form of robots, drones or other automated machines that can monitor the crops through computer vision technology. And to train the computer vision based visual perception models, you need training data sets that can help to detect or recognize the objects in the images to these machines. Get Annotated Images of Crops, Fruits, Plants & Agricultural Fields    And making the object of interest in the mages like crops, fruits, vegetables, plants (wanted...

How AI Can Be Used in Agriculture Sector for Higher Productivity?

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Artificial Intelligence (AI) with help of Machine Learning (ML) can create an automated model for different fields. Agriculture and farming are one of the them, provides the food to the majority of populace on this earth that also need such technology to boost its productivity and efficiency. Machine Learning in AI Machine learning is the branch of AI, and such AI models cannot be developed without using the machine learning process. The ML process involves using the training datasets into an algorithms to learn the certain patterns and predict the results learnt from such data sets. And when such models are trained enough to work automatically when exposed to new data and take actions without help of humans. Similarly, in agriculture sector, the AI technology can be used at promising scale to enhance the productivity level with better quality at less cost. AI in Agriculture       AI can be used in agriculture in many areas l...