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Creating Image Datasets in Agricultural Environments using DALL.E: Generative AI-Powered Large Language Model
March 12, 2024, 4:49 a.m. | Ranjan Sapkota, Dawood Ahmed, Manoj Karkee
cs.CV updates on arXiv.org arxiv.org
Abstract: This research investigated the role of artificial intelligence (AI), specifically the DALL.E model by OpenAI, in advancing data generation and visualization techniques in agriculture. DALL.E, an advanced AI image generator, works alongside ChatGPT's language processing to transform text descriptions and image clues into realistic visual representations of the content. The study uses both approaches of image generation: text-to-image and image-to-image (variation). Two types of datasets depicting fruit crops environments and crop vs weed environment were …
abstract advanced advanced ai agriculture ai image ai image generator ai-powered artificial artificial intelligence arxiv chatgpt cs.cv dall data datasets environments generative generator image image datasets image generator intelligence language language model language processing large language large language model openai processing research role text type visualization
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