Baby

## Overview

Baby is a dataset for object detection tasks - it contains Baby annotations for 3,457 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

The Early Head Start Family and Child Experiences Survey (Baby FACES) is a nationally representative descriptive study of Early Head Start. The first cohort of Baby FACES was fielded in 2009-2012. It used a longitudinal design and followed two age cohorts of children (newborns and 1-year-olds) through their time in Early Head Start. Baby FACES was redesigned in 2015 to employ a repeated cross-sectional approach to provide a comprehensive snapshot of Early Head Start with a nationally representative sample of programs, centers, home visitors, teachers/classrooms, and enrolled families, and children of all age groups in Administration for Children and Families (ACF) Regions 1 through 10. Using the cross-sectional design, the second cohort of Baby FACES was fielded in the spring of 2018 (Baby FACES 2018) and the third cohort was fielded in spring 2022 (Baby FACES 2022). Baby FACES 2018 and 2022 have a particular focus on the processes in the classrooms and home visits respectively that support responsive relationships, including teacher-child relationships, staff-parent relationships, and parent-child relationships. These studies address the overarching research question: How do Early Head Start services support infant/toddler growth and development in the context of nurturing, responsive relationships?

The global baby safety products market is projected to reach $446.24B by 2035, growing at a 5.15% CAGR. Explore key trends in child safety and protection

Popular Baby Names by Sex and Ethnic Group Data were collected through civil birth registration. Each record represents the ranking of a baby name in the order of frequency. Data can be used to represent the popularity of a name. Caution should be used when assessing the rank of a baby name if the frequency count is close to 10; the ranking may vary year to year.

The baby care products market is projected to be worth approximately ***** billion U.S. dollars worldwide in 2026. This is a substantial increase from ***** billion U.S. dollars, the estimated value of the market in 2020. The baby care market is composed of different sectors and products, such as toys, feeding accessories, wipes, disposable diapers, body care products and soothers. Who are the key players contributing to the size of the market? Procter & Gamble (P&G), Kimberly-Clark and Johnson & Johnson are the leading companies in the global baby care market. Procter & Gamble's market share of disposable baby diapers, baby wipes and training pants worldwide is expected to remain fairly constant over the coming years at around ** percent. Kimberly-Clark’s share of the total baby care market is also expected to remain relatively unchanged, staying at around * percent into 2024. Johnson & Johnson’s total baby care market share, however, is predicted to drop in the next few years to **** percent by 2021.

Explore the historical Whois records related to bsby.org (Domain). Get insights into ownership history and changes over time.

The data (name, year of birth, sex, and number) are from a 100 percent sample of Social Security card applications for 1880 on.

白天baby

## Overview

白天baby is a dataset for object detection tasks - it contains Baby annotations for 1,000 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

North America Baby Monitors Market is Segmented By Product Type (Audio Baby Monitor, Video Baby Monitor, and Motion Sensor Baby Monitor), Category (Wired and Wireless/Wi-Fi), Distribution Channel (Offline Retail Stores and Online Retail Stores), and Geography (United States, Canada, Mexico, and Rest of North America). The report offers market size and forecasts for all the above segments in value (USD million).

The forecast for the global Baby Diapers market predicts substantial growth, with market size projected to soar to USD 101.26 Billion by 2033, a significant increase from the USD 61.28 Billion recorded in 2024. This expansion reflects an impressive compound annual growth rate (CAGR) of 5.74% anticipated between 2025 and 2033.

The Global Baby Diapers market size to cross USD 101.26 Billion by 2033

The durable baby goods stores industry faces significant challenges tied to historic low birth rates and shifting demographics. Data from the CDC reveals that in 2024, the US recorded 3,622,673 births, representing only a 1.0% climb from the previous year, with the fertility rate at 1.62 births per woman, significantly below the replacement level of 2.1. This has resulted in limited demand growth for big-ticket baby items, placing retailers under pressure to achieve sales growth. Changing family structures and preferences are diversifying and fragmenting the consumer base, adding unpredictability to demand. Through the five years to 2025, industry revenue has gained at a CAGR of 0.6% to $15.6 billion in 2025, including a 0.6% gain in 2025 alone. Retailers are pivoting to cope with these challenges. Differentiating their offerings through enhancing safety, sustainability and smart technology features is a popular tactic. Retailers have taken measures such as expanding their baby and toddler segment with more affordable products, improving their baby registry program and offering exclusive deals. Simultaneously, product innovation is reshaping the industry with a surge in demand for eco-friendly materials, smart technology integration and customizable solutions. The expansion of e-commerce has also heightened industry competition, forcing many retailers to invest significantly in seamless online experiences and personalized marketing strategies. Heightened competition has caused profit to stagnate, reaching 4.1% in 2025. The fertility rate is projected to continue its gradual drop, making strategic innovation and brand loyalty cultivation even more crucial for retailers. Social media will emerge as a potent influence, shaping industry trends and consumer preferences whilst creating direct engagement opportunities for brands. As such, a more integrated use of social media in brand strategy will be vital. With growing household incomes and a more discerning consumer base, premiumization will become a more prominent trend in the industry, primarily focusing on safety, sustainability and superior quality. Simultaneously, as consumer preference for online shopping grows, online sales of baby products are expected to surge, creating opportunities and competition for established and direct-to-consumer brands. Industry revenue will climb at an estimated CAGR of 1.7% to $17.0 billion in 2030.

Explore the expanding market for babies clothing and accessories (excluding knitted or crocheted items) in Latin America and the Caribbean. With projected growth in both volume and value terms over the next decade, the market is expected to reach 24K tons and $886M by 2035.

Baby Books Market Outlook

The global baby books market size was valued at approximately USD 2.1 billion in 2023 and is projected to reach USD 3.6 billion by 2032, reflecting a CAGR of 5.7% over the forecast period. The growth of this market is driven by several factors, including the increasing awareness of early childhood education, rising disposable incomes, and growing investments in child development. As parents continue to recognize the importance of reading to their children from an early age, the demand for baby books is expected to grow steadily.

One of the primary growth factors for the baby books market is the emphasis on early childhood education. Studies have shown that reading to infants and toddlers can significantly enhance their cognitive development and language skills. This awareness has led to a surge in demand for baby books that cater to different developmental stages. Moreover, governments and educational institutions worldwide are promoting early literacy programs, further fueling the demand for baby books. Parents are increasingly prioritizing educational resources for their children, contributing to the market's expansion.

Another significant driver of market growth is the rising disposable income of families, particularly in emerging economies. As more households attain higher income levels, parents are willing to spend more on quality educational materials for their children. This trend is especially evident in urban areas where access to a variety of baby books is more readily available. Additionally, the growth of the middle class in countries like China and India has led to increased spending on children's products, including books. This economic trend is expected to sustain the demand for baby books in the coming years.

The increasing investment in child development by both public and private sectors is also boosting the baby books market. Companies are continually innovating to produce high-quality, engaging, and educational baby books. These books often feature interactive elements, vibrant illustrations, and age-appropriate content that captures the interest of young children. Furthermore, collaborations between publishers and child development experts are leading to the creation of books that address various developmental milestones, ensuring that children receive the best start in their educational journey.

From a regional perspective, North America currently holds the largest share of the baby books market due to the high awareness of early childhood education and the presence of major market players. However, the Asia Pacific region is expected to witness the fastest growth during the forecast period. The increasing population, rising literacy rates, and growing disposable incomes in countries like China, India, and Japan are driving this growth. Additionally, government initiatives to promote early childhood education are likely to further propel the market in this region.

Product Type Analysis

The baby books market can be segmented by product type into board books, picture books, interactive books, cloth books, and others. Board books are particularly popular among parents of infants and toddlers due to their durability and ease of handling. These books are made with thick, sturdy pages that can withstand rough handling, chewing, and other forms of wear and tear that are common with young children. The vibrant illustrations and simple text in board books make them an excellent choice for early readers. As a result, board books are expected to maintain a significant share of the market over the forecast period.

Picture books cater to slightly older children, typically in the age group of 1-5 years. These books are characterized by large, colorful illustrations and minimal text, making them engaging for young readers. Picture books play a crucial role in developing children's visual and cognitive skills, as well as their vocabulary. The demand for picture books is driven by the growing emphasis on early literacy and the desire of parents to introduce their children to a wide range of themes and stories. As educational institutions begin to include picture books in their early childhood curriculum, their market share is expected to grow.

Interactive books are gaining popularity due to their ability to engage children through various interactive elements such as flaps, textures, and sounds. These books offer a multisensory experience that can captivate young readers and enhance their learning experience. Interactive books are particularly effective for children who are tac

The data (name, year of birth, sex, state, and number) are from a 100 percent sample of Social Security card applications starting with 1910. National data is in another dataset.

Outsmart competitors: Analyze Baby Bodysuits sales cycles on BigCommerce. Compare your growth trajectory against category averages (presented as logarithmic values) to identify underutilized promotion windows and stock positioning gaps.

The Baby Monitors Market Report is Segmented by Product Type (Audio Baby Monitor, Video Baby Monitor, Motion-Sensor Baby Monitor), Mode of Communication (Wired, Wireless/Wi-Fi), Distribution Channel (Offline Retail Stores, Online Retail Stores), and Geography (North America, Europe, Asia-Pacific, South America, Middle East and Africa). The Market Forecasts are Provided in Terms of Value (USD).

United States Baby Care Products Market is anticipated to undergo healthy growth through 2027 owing to high per capita disposable income, which has encouraged consumers to adopt convenience-oriented routine, making products such as baby care desirables, etc. US Baby Care Products Market - Industry Size, Share, Trends, Competition, Opportunity and Forecast 2027 By Product, By Age, By Distribution Channel, By Region, Forecast & Opportunities, 2027

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The baby monitors market share is expected to increase by USD 226.59 million from 2020 to 2025, and the market’s growth momentum will accelerate at a CAGR of 2.23%.

This baby monitors market research report provides valuable insights on the post COVID-19 impact on the market, which will help companies evaluate their business approaches. Furthermore, this report extensively covers baby monitors market segmentations by product (audio and video baby monitors, advanced baby monitors, and audio baby monitors), distribution channel (offline and online), and geography (North America, Europe, APAC, South America, and MEA). The baby monitors market report also offers information on several market vendors, including Angelcare Monitor Inc., Arlo Technologies Inc., Dorel Industries Inc., Foscam Inc., Hisense International Co. Ltd. , iBaby Labs Inc., iBabyGuard International Pte Ltd., Jablotron Alarms AS, Koninklijke Philips NV, and Lenovo Group Ltd. among others.

What will the Baby Monitors Market Size be During the Forecast Period?

Download the Free Report Sample to Unlock the Baby Monitors Market Size for the Forecast Period and Other Important Statistics

Baby Monitors Market: Key Drivers, Trends, and Challenges

Based on our research output, there has been a negative impact on the market growth during and post COVID-19 era. The rising demand from developing countries is notably driving the baby monitors market growth, although factors such as availability of alternative products and services like security cameras may impede market growth. Our research analysts have studied the historical data and deduced the key market drivers and the COVID-19 pandemic impact on the baby monitors industry. The holistic analysis of the drivers will help in deducing end goals and refining marketing strategies to gain a competitive edge.

Key Baby Monitors Market Driver

One of the key factors driving the baby monitors market is rising demand from developing countries. The awareness of available products and brands in developing countries (such as India and China) is growing significantly. The penetration of baby monitors in countries like Brazil and India is less than 50% due to a lack of awareness of these products. Baby monitors in countries of APAC and MEA are still considered non-essential products. But this rising awareness for baby monitors ensues from the drastically rising Internet penetration in these countries. Through better and easy access to various online platforms, consumers in developing economies can gather information on advanced baby care products. This awareness has led to a huge change in customer purchasing behavior in these countries. This broadening Internet penetration has empowered consumers to offer better reach for international brands and enhanced awareness in countries such as China, India, and Thailand. These countries have huge potentials for baby care products like baby monitors. This is due to their huge population, growing awareness, increasing working parents, and improving education level. Hence, the growing awareness, rising education, and awareness will propel the demand for baby care products such as baby monitors in these countries.

Key Baby Monitors Market Trend

Another key factor driving the baby monitors market growth is the technology innovation and portfolio extension leading to product premiumization. Baby monitors are used for monitoring movement and other activities. Vendors are focusing on technology innovation and portfolio expansion per customer requirement to widen their market share. This also leads to product premiumization. Smart connected baby monitors can be connected to smartphones or tablets using wireless technology, such as Wi-Fi, to send alerts, interact, and monitor babies from remote locations. Other product innovations include multi-functional baby monitors. For instance, Motorola MBP845CONNECT baby monitor is a Wi-Fi-enabled smart baby monitor that allows communication. It displays room temperature, while its sound level indicators display noise in a room. These devices can be installed and connected with up to four cameras at once. These baby monitors can also be operated using smartphones or tablets. Thus, the inclusion of advanced and innovative features leads to the premiumization of products and boosts sales.

Key Baby Monitors Market Challenge

Availability of alternative products and services like security cameras is one of the key challenges hindering the baby monitors market growth. Baby monitors are technologically-advanced products, with the market still undergoing innovation. These products are priced high and are limited for use to monitor infants and babies. The average cost of baby monitors costs is around $50. In another instance, wireless CCTV cameras cost around $30 and can be used for other purposes at both indoor and outdoor locations. Hence, instead of buying baby monitors, owners can have

Global Baby and Child Care Products market size 2021 was recorded $65.911 Billion whereas by the end of 2025 it will reach $78.6 Billion. According to the author, by 2033 Baby and Child Care Products market size will become $111.777. Baby and Child Care Products market will be growing at a CAGR of 4.5% during 2025 to 2033.

Baby Changing Pad Market Outlook

The global baby changing pad market size was valued at approximately USD 800 million in 2023 and is projected to reach around USD 1.4 billion by 2032, growing at a CAGR of 6.2% from 2024 to 2032. The increasing awareness about infant hygiene and safety is a significant growth factor for this market. Furthermore, the rising birth rates in various regions and the subsequent demand for convenient and hygienic baby products contribute to the market's expansion.

One of the primary growth drivers for the baby changing pad market is the increasing focus on infant health and hygiene. Parents are becoming more conscientious about the products they use for their babies, prioritizing items that ensure cleanliness and safety. This heightened awareness has led to a surge in demand for high-quality baby changing pads that minimize the risk of infections and provide a comfortable changing experience for infants.

Additionally, the advancements in materials and design of baby changing pads are propelling market growth. Innovations such as water-resistant surfaces, non-toxic materials, and ergonomic designs cater to the evolving needs and preferences of modern parents. Manufacturers are investing in research and development to introduce pads that combine functionality with aesthetic appeal, further driving the market forward.

The growing trend of nuclear families and increasing disposable incomes are also significant contributors to market growth. With more parents willing to spend on premium baby care products, the demand for versatile and durable changing pads is on the rise. The convenience offered by portable and disposable changing pads is particularly appealing to parents who are frequently on the go, thereby boosting sales in these segments.

Regionally, North America holds a substantial share of the baby changing pad market due to the high awareness levels and better purchasing power of consumers. The market in Europe is also robust, driven by stringent regulations on baby care products and a strong emphasis on child safety. Meanwhile, the Asia Pacific region is expected to witness the fastest growth rate, attributed to increasing urbanization, rising birth rates, and growing middle-class population with disposable income.

Product Type Analysis

The baby changing pad market by product type is segmented into standard changing pads, portable changing pads, disposable changing pads, and others. Standard changing pads are a staple in many households, offering a reliable and sturdy surface for diaper changes. These pads often come with added features such as contoured sides and safety straps, enhancing their appeal to safety-conscious parents. Their durability and ease of cleaning make them a popular choice for long-term use.

Portable changing pads are gaining significant traction due to their convenience and versatility. These pads are designed for parents who are frequently on the move, providing a hygienic changing surface wherever they go. Their compact size and lightweight nature make them easy to carry in diaper bags, making them an indispensable accessory for travel. The growing lifestyle of modern, active parents is a key driver for this segment.

Disposable changing pads offer a practical solution for those looking for convenience without the need for frequent washing. These pads are particularly useful during travel or outings, ensuring a clean changing surface that can be easily discarded after use. The increasing awareness about hygiene and the preference for hassle-free solutions are fueling the demand for disposable changing pads.

Other types of changing pads, including those with additional features like built-in storage pockets or temperature-regulating materials, are also contributing to market growth. These innovative products cater to specific needs and preferences, offering added value to consumers. The continuous development of new features and designs in this category ensures a diverse range of options for parents, further driving market expansion.

Report Scope