Dataset opportunity
Ecorobotix — 图像数据集机会
Ecorobotix 持有的中等图像数据集，可用于计算机视觉和多模态预训练。
Score
48
Score (0–100) blends weighted dimensions — dataset rarity, training value, buyer demand, evidence strength and right-to-license. 70+ is deal-ready. See the scored dimensions below for the breakdown.Confidence
58%
Action
标注计划
The recommended deal structure for this dataset: Acquire (full buyout), License (paid usage rights), Data Sharing Agreement (controlled access, no transfer of ownership), Partnership (co-development) or Annotation Program (labeling). Chosen from data ownership, licensing complexity and accessibility.Market size (indicative estimate)
全球农业计算机视觉市场在 2025 年的价值为 20 亿美元，预计在 2025-2034 年期间的复合年增长率为 19.2%。
Lineage
How this lead was derived
The signal-first chain, end to end: recent external signals → qualified niche → resolved data-holder → site verification → scored opportunity. Every lead is explainable.
Concrete evidence this company actively cares about data — why it's ripe for the deal room.
- 🧑💻Hiring a data role
招聘 DevOps 和机器控制工程师以扩展数据驱动的机器人技术
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Profile
Dataset profile
Type
图像数据集
Modality
图像
Sector
其他
Volume
中等
Freshness
实时
Rarity
中等
Accessibility
部分
Legal
混合所有权 — 许可权待明确
Buyer persona
计算机视觉实验室和基础模型团队
Ecorobotix 拥有大量由专有物联网系统生成的、从多样化的第三方农场环境中收集的高分辨率 RGB 和 3D 图像组成的图像数据集。这些数据专门用于训练先进的计算机视觉模型。它直接支持公司‘Plant-by-Plant’人工智能软件，使其成为开发能够精确识别和分类单个植物以进行靶向处理的算法的成熟、高质量资产。
该数据的商业价值体现在全球农业计算机视觉市场，该市场在 2025 年的价值为20 亿美元，预计将以19.2% 的复合年增长率增长。[3] 尽管存在农民数据所有权和传输所需的大量基础设施等访问复杂性，但该数据集的稀有性及其在这一高增长市场的直接适用性使其具有极高的价值。Ecorobotix 的永久使用权为人工智能买家利用这一独特数据资产提供了清晰、可协商的途径。[3] ⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据在第三方农场生成；最终用户许可协议授予 Ecorobotix 永久使用权，但技术所有权仍归农民所有；高分辨率 RGB 和 3D 图像数据集规模庞大，传输需要大量基础设施；原始训练数据目前受到限制，因为它支持其专有的‘Plant-by-Plant’人工智能软件。· 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据证明 Ecorobotix 拥有一个独特、真实的作物和杂草检测数据集，由其专有机器人系统捕获。该集合包含高分辨率 RGB 和 3D 图像，识别了30 多种作物类型中的50 多种杂草，并富含来自田间处理的相应物联网数据。至关重要的是，法律文件确认了公司对这些数据的永久和可转授权利，使其成为构建精准农业市场模型的计算机视觉实验室的清晰且有价值的资产，该市场预计每年增长近 20%。
See dimension details ↓- Dataset Specificity62
主导的‘图像采集’，行业其他，2 种特定类型
How sharply the data targets a specific, hard-to-substitute domain or task. Niche, well-defined data scores higher than generic. - Dataset Rarity46
专有领域数据（开放会降低稀有度）
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume64
5 个证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
实时/流式传输
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value74
适用于计算机视觉
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand85
买家需求旺盛，这得益于农业计算机视觉市场的快速增长，预计该市场将以 19.2% 的复合年增长率扩张，因为行业越来越多地采用数据驱动的精准农业解决方案。[3]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility56
开放/API 访问
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility66
中等难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength77
4 种证据类型，5 次命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License36
所有权=混合，许可=权利不明确
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence90
独立
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation39
1 个数据需求信号（1 种类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高 — 专有数据超出已货币化的部分
Volume and value of proprietary data this company holds BEYOND what it already monetises — the dormant surplus we can unlock. A company can sell some insights AND still sit on a far larger dormant asset. - ICP Audit67
⚠ 审查 — Ecorobotix 不是一个好的目标，因为其核心业务是销售由其专有 AI 软件和算法驱动的智能硬件（喷雾器），这属于‘销售智能’排除标准。问题：核心业务是销售 AI 软件和智能（Plant-by-Plant AI™）作为产品，而不是持有休眠数据。[2, 5, 14]；该公司的主要产品是实时货币化数据的智能机器；数据不是休眠副产品。[1, 13]；商业模式包括软件/算法许可的经常性收入，证实他们销售智能。[22]
- Deep Qualification90
✓ 通过 — Ecorobotix 销售高精度喷雾器，并明确获得了其机器产生的农艺数据的广泛、永久和可转授权利，这使其成为一个强大的数据资产机会，尽管农民保留正式所有权。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Image collection
这些证据证实了高分辨率 RGB 和 3D 图像的采集，捕获了30 多种作物类型中的50 多种杂草，这是训练专业农业计算机视觉模型的高度需求资产。
Downloads / exports
公司面向公众的网站表明，其拥有一个有组织的流程来分发图片和视频等媒体资产，这表明其在管理和潜在许可其视觉数据方面采取了结构化方法。
IoT / sensor data
证据表明，图像捕获与云中记录的实时物联网数据相关联，包括处理应用地图，这为构建复杂的、多模态的人工智能系统提供了关键的上下文信息。
business_records
公开可用的法律条款授予公司使用农艺和最终用户数据的永久和可转授权利，为数据商业化提供了强大的法律基础。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Ecorobotix Image — a Moderate image dataset (Image modality) in the other domain. Primary AI use-case: Computer Vision. Market signal: Global Computer Vision in Agriculture market was valued at $2.0 billion in 2025, projected to grow at a CAGR of 19.2% (2025-2034). [3]. Investment score 48.0/100 (confidence 0.58). Recommended action: Annotation Program.
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