Augmented-human field inspection tools for automated phenotyping systems and agronomy tools
First Claim
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1. A method for plant phenotyping, comprising:
- acquiring a first set of observations about plants in a field by a trainer, wherein the trainer carries a sensor configured to collect observations about the plants, and wherein the first set of observations includes ground truth data;
recording a body position of the trainer while the trainer is collecting at least one of the first set of observations in the field;
recording a location of the trainer simultaneously with recording the body position;
processing the first set of observations about the plants by a trait extraction model to generate instructions for a trainee; and
acquiring a second set of observations about the plants by the trainee while the trainee follows the instructions.
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Abstract
Systems and Methods for Augmented-Human Field Inspection Tools for Automated Phenotyping Systems and Agronomy Tools. In one embodiment, a method for plant phenotyping, includes: acquiring a first set of observations about plants in a field by a trainer. The trainer carries a sensor configured to collect observations about the plant, and the first set of observations includes ground truth data. The method also includes processing the first set of observations about the plants by a trait extraction model to generate instructions for a trainee; and acquiring a second set of observations about the plants by a trainee while the trainee follows the instructions.
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Citations
20 Claims
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1. A method for plant phenotyping, comprising:
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acquiring a first set of observations about plants in a field by a trainer, wherein the trainer carries a sensor configured to collect observations about the plants, and wherein the first set of observations includes ground truth data; recording a body position of the trainer while the trainer is collecting at least one of the first set of observations in the field; recording a location of the trainer simultaneously with recording the body position; processing the first set of observations about the plants by a trait extraction model to generate instructions for a trainee; and acquiring a second set of observations about the plants by the trainee while the trainee follows the instructions. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A system for plant phenotyping, comprising:
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a handheld agronomist tool including; a computing device having a memory that carries instructions for collecting observations about plants in a field; at least one camera for observing the plants; a first sensor coupled to the computing device and configured to record a body position of a trainer while the trainer collects at least one of a first set of observations in the field; and a second sensor coupled to the computing device and configured to record a location of the trainer simultaneously with recording the body position; wherein the instructions are generated by a trait extraction model based on processing the first set of observations about the plants collected by a trainer, wherein the instructions instruct a trainee to observe the plants or to execute plant treatments. - View Dependent Claims (15, 16, 17, 18, 19, 20)
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Specification