To build a robust deep learning model, it can be much more than training or fine tuning some existing models (e.g. inception v3, resnet, LSTM, etc.) with your own dataset. These winning models are your best friend and can usually serve as base models.
Almost any plant can be successfully grown indoors. You'll need to do a little research to learn what crops will fit into your space and lighting availability. Herb gardens will grow in small spaces and in low light conditions.
Louise Richardson writing on behalf of Lycetts: Fly-tipping is a large problem for many across the UK - not only for private residents, but also for corporations. We know that the problem exists, but few people know what to do about it when it happens to them.
At the end of the day, the process of scouting a field still takes time. But drones can deliver an 80-95% better success rate of finding issues in the field. They provide precision ag with an efficient, cost-effective manner of scouting.
When asked about the technologies growers are looking to invest in this year, most farmers selected data and analytics; climate control systems ranked second.
Our small size has forced us to implement a wide range of innovative technical solutions in the sector, that allows us to offer services of similar quality to those of a big company with just a fraction of its infrastructure.
Ashley Nickle for The Packer: The center continues to work on strengthening relationships with the venture capital community, and it is seeking feedback from growers on the startups at the center and the technology in development.
With cash corn fetching a measly $2.85/bushel in our area early this winter, every percentage point of moisture that needs to be removed from the crop has a financial impact equivalent to a yield loss of about 1.75%.
Gordon Food Service, Pathways Foundation, Carole Ilitch, others have collectively given $2 million toward a $5 million effort to ensure a healthier future for kids in Detroit.
The IoT agricultural applications are making it possible for ranchers and farmers to collect meaningful data. Large landowners and small farmers must understand the potential of IoT market for agriculture by installing smart technologies to increase competitiveness
Frank Vinluan for Xconomy: When applied to plant seeds or on farm fields, or used in indoor growing operations, the company says these products can help improve crop yields, shorten growing periods, and help form healthier and more resilient soil.
While there has been significant growth in the agricultural sensors industry, there is still a lot more to be done. As of now, sensors contribute to just a part of the precision farming industry.
The tool making these water measurements possible is a tiny graphene sensor that can be taped to plants - researchers have dubbed it a "plant tattoo sensor."
Use of Renewable energy sources in agriculture production process not only will solve problems of energy and water scarcity but will ensure food security and enhance sustainable agriculture in Pakistan.
Daniel Oliver for Washington Examiner: Remember when it was next to impossible to transfer documents between a Mac and PC? Imagine the position Bayer-Monsanto will be in when it has all the billions of data points on your farm stored on its digital platform.
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