Overview of school nutrition program data available on the Texas Open Data Portal from Texas Department of Agriculture

Context

This Dataset is an updated version of the Amazon review dataset released in 2014. As in the previous version, this dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). In addition, this version provides the following features:

• More reviews:

  • The total number of reviews is 233.1 million (142.8 million in 2014).

• New reviews:

  • Current data includes reviews in the range May 1996 - Oct 2018.

• Metadata: - We have added transaction metadata for each review shown on the review page.

  • Added more detailed metadata of the product landing page.

Acknowledgements

If you publish articles based on this dataset, please cite the following paper:

• Jianmo Ni, Jiacheng Li, Julian McAuley. Justifying recommendations using distantly-labeled reviews and fined-grained aspects. EMNLP, 2019.

Sample overview and metadata.

Intuitive Surgical, Inc. develops, manufactures, and markets products that enable physicians and healthcare providers to enhance the quality of and access to minimally invasive care in the United States and internationally. The company offers the da Vinci Surgical System to enable complex surgery using a minimally invasive approach; and Ion endoluminal system, which extends its commercial offerings beyond surgery into diagnostic procedures enabling minimally invasive biopsies in the lung. It also provides a suite of stapling, energy, and core instrumentation for its surgical systems; progressive learning pathways to support the use of its technology; a complement of services to its customers, including support, installation, repair, and maintenance; and integrated digital capabilities providing unified and connected offerings, streamlining performance for hospitals with program-enhancing insights. The company was incorporated in 1995 and is headquartered in Sunnyvale, California.

Tetra Tech, Inc. provides consulting and engineering services worldwide. The company operates through two segments Government Services Group (GSG) and Commercial/International Services Group (CIG). The GSG segment offers early data collection and monitoring, data analysis and information management, science and engineering applied research, engineering design, project management, and operations and maintenance services; and climate change and energy management consulting, as well as greenhouse gas inventory assessment, certification, reduction, and management services. This segment serves federal, state, and local governments, and development agencies in water resources analysis and water management, environmental monitoring, data analytics, government consulting, waste management, and a range of civil infrastructure master planning and engineering design markets. The CIG segment provides early data collection and monitoring, data analysis and information management, feasibility studies and assessments, science and engineering applied research, engineering design, project management, and operations and maintenance services. This segment serves natural resources, energy, and utilities markets, as well as sustainable infrastructure master planning and engineering design markets. Tetra Tech, Inc. was founded in 1966 and is headquartered in Pasadena, California.

Overview

• Introduction
• Object Classes
  • People-Lacrosse
  • Goalie
  • Longpole
  • Referee
  • Shortstick

Introduction

This dataset is designed to aid the development of object detection models in the sport of lacrosse. The task involves identifying various elements within the game, helping systems understand and analyze gameplay accurately. The classes in the dataset are as follows:

• People-Lacrosse: Players actively participating in the game.
• Goalie: The player in the goal area who defends against scoring attempts.
• Longpole: A lacrosse stick that is visibly longer than a standard stick, used by defensive players.
• Referee: The official supervising the game.
• Shortstick: A standard lacrosse stick used by attacking players.

Object Classes

People-Lacrosse

Description

Players actively engaged in the game, wearing typical sports attire, often helmets, and are usually observed holding a lacrosse stick.

Instructions

Annotate individuals visibly participating in the game with a focus on players holding any type of stick. Exclude referees and goalies, even if they carry sticks. Draw the bounding box covering the entire body, including any stick held.

Goalie

Description

The player stationed in or around the goal area, typically wearing additional protective gear and often distinguished by a helmet with a throat guard.

Instructions

Identify and mark the player in or near the goal area. Include their protective gear in the annotation. Ensure the bounding box includes the entirety of their body and equipment. Distinguish from regular players by proximity to the goal and additional gear.

Longpole

Description

A lacrosse stick used defensively, noticeably longer than an offensive stick, gripped by defensive players.

Instructions

Focus on the longer sticks carried by defensive players. Annotate the length of the longpole from the player's hands to its end. Avoid labeling sticks of regular length carried by attacking players.

Referee

Description

Officials tasked with overseeing the game, often distinguished by their unique uniform typically featuring black and white stripes.

Instructions

Identify individuals in referee uniforms, ignoring the players' attire and positions. Essential to annotate only individuals clearly identifiable as game officials through their distinctive clothing and their position relative to the players.

Shortstick

Description

The standard lacrosse stick used by most players, shorter in length compared to longpoles.

Instructions

Label standard-length sticks grasped by players, ensuring the annotation fits the length from the player's grip to the stick's end. Distinguish from longpoles by the stick's relatively shorter length.

From the group of 343 couples (Ntotal=686_ LLS PartnerOffspring that participated in the LLS between 2006 and 2008, 500 participants were examined for the third time between 2009 and 2010. In total 250 offspring-partners couples participated, with a mean age of 66 years. Fasted blood was drawn and serum/plasma and viable PBMCs were isolated and stored. All participant were subjected to cognitive tests (ACS-90, STROOP, Picture Word Learning test, LOT, Apathy scale, CES-D), and in 367 participants 3Tesla brain MRI scans were performed and of 341 participants CT-scan of abdomen was performed.

Chipotle Mexican Grill, Inc., together with its subsidiaries, owns and operates Chipotle Mexican Grill restaurants. As of February 15, 2022, it owned and operated approximately 3,000 restaurants in the United States, Canada, the United Kingdom, France, Germany, and rest of Europe. The company was founded in 1993 and is headquartered in Newport Beach, California.

The global market size of Studio Development Environment Overview Part is $XX million in 2018 with XX CAGR from 2014 to 2018, and it is expected to reach $XX million by the end of 2024 with a CAGR of XX% from 2019 to 2024.
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The data was recorded using a Virtual Reality simulation of a space journey, by SpaceBuzz. Questionnaire data includes demographics, Dispositional Positive Emotions Scale for awe, Positive Effects of Being in Space questionnaire (PEBS), the AWE-S scale, the VR Simulator Sickness questionnaire, and drawings to measure perceived self-size, and a knowledge test. Participants’ heart rate, skin conductance and respiration rate were recorded.

Sampling overview.

Overview

The Playing Cards dataset is a collection of synthetically generated cards blended into various types of backgrounds. You will be able to perform object detection to detect both number and suit of the cards.

Example Image

Card Example [TODO] Video Demo using YOLOR- https://youtu.be/2lGTZuaH4ec

Use Cases

One could build a Card Counting model for either Black Jack or Poker using YOLOR. This is achieved using the Roboflow Platform which you can deploy the model for robust and real-time detections. YOLOR Tutorial Coming Soon.

Using this Dataset

Use the fork button to copy this dataset to your own Roboflow account and export it with new preprocessing settings, or additional augmentations to make your model generalize better. Trained for 150 Epoch using YOLOR.

About Augmented Startups

We are at the forefront of Artificial Intelligence in computer vision. With over 90k subscribers on YouTube, we embark on fun and innovative projects in this field and create videos and courses so that everyone can be an expert in this field. Our vision is to create a world full of inventors that can turn their dreams into reality.

There is no description for this dataset.

Statistics illustrates market overview of crustacean preparations; shrimps and prawns, prepared or preserved in the United States from 2007 to 2024.

Deere & Company manufactures and distributes various equipment worldwide. The company operates through four segments: Production and Precision Agriculture, Small Agriculture and Turf, Construction and Forestry, and Financial Services. The Production and Precision Agriculture segment provides mid-size tractors, combines, cotton pickers and strippers, sugarcane harvesters, harvesting front-end equipment, sugarcane loaders, pull-behind scrapers, and tillage and seeding equipment, as well as application equipment, including sprayers and nutrient management, and soil preparation machinery for grain growers. The Small Agriculture and Turf segment offers utility tractors, and related loaders and attachments; turf and utility equipment, including riding lawn equipment, commercial mowing equipment, golf course equipment, and utility vehicles, as well as implements for mowing, tilling, snow and debris handling, aerating, residential, commercial, golf, and sports turf care applications; other outdoor power products; and hay and forage equipment. This segment also resells products from other manufacturers. It serves dairy and livestock producers, crop producers, and turf and utility customers. The Construction and Forestry segment provides a range of backhoe loaders, crawler dozers and loaders, four-wheel-drive loaders, excavators, motor graders, articulated dump trucks, landscape and skid-steer loaders, milling machines, pavers, compactors, rollers, crushers, screens, asphalt plants, log skidders, log feller bunchers, log loaders and forwarders, log harvesters, and attachments; and roadbuilding equipment. The Financial Services segment finances sales and leases agriculture and turf, and construction and forestry equipment. It also offers wholesale financing to dealers of the foregoing equipment; and extended equipment warranties, as well as finances retail revolving charge accounts. Deere & Company was founded in 1837 and is headquartered in Moline, Illinois.

Statistics illustrates market overview of artificial guts (sausage skins) in Cote d'Ivoire from 2007 to 2024.

This file contains reported cases of impacts between on-track equipment and any user of a public or private highway-rail intersection. National files from 1975 through the current year are available for download. In addition, individual files by State are available for the years 1991 through the current year.

Statistics illustrates market overview of pistachios in the World from 2007 to 2024.

Book Spines Test

## Overview

Book Spines Test is a dataset for instance segmentation tasks - it contains Book Spines annotations for 835 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).

Eli Lilly and Company discovers, develops, and markets human pharmaceuticals worldwide. It offers Basaglar, Humalog, Humalog Mix 75/25, Humalog U-100, Humalog U-200, Humalog Mix 50/50, insulin lispro, insulin lispro protamine, insulin lispro mix 75/25, Humulin, Humulin 70/30, Humulin N, Humulin R, and Humulin U-500 for diabetes; and Jardiance, Trajenta, and Trulicity for type 2 diabetes. The company provides Alimta for non-small cell lung cancer (NSCLC) and malignant pleural mesothelioma; Cyramza for metastatic gastric cancer, gastro-esophageal junction adenocarcinoma, metastatic NSCLC, metastatic colorectal cancer, and hepatocellular carcinoma; Erbitux for colorectal cancers, and various head and neck cancers; Retevmo for metastatic NSCLC, medullary thyroid cancer, and thyroid cancer; Tyvyt for relapsed or refractory classic Hodgkin's lymph and non-squamous NSCLC; and Verzenio for HR+, HER2- metastatic breast cancer, node positive, and early breast cancer. It offers Olumiant for rheumatoid arthritis; and Taltz for plaque psoriasis, psoriatic arthritis, ankylosing spondylitis, and non-radiographic axial spondylarthritis. The company offers Cymbalta for depressive disorder, diabetic peripheral neuropathic pain, generalized anxiety disorder, fibromyalgia, and chronic musculoskeletal pain; Emgality for migraine prevention and episodic cluster headache; and Zyprexa for schizophrenia, bipolar I disorder, and bipolar maintenance. Its Bamlanivimab and etesevimab, and Bebtelovimab for COVID-19; Cialis for erectile dysfunction and benign prostatic hyperplasia; and Forteo for osteoporosis. The company has collaborations with Incyte Corporation; Boehringer Ingelheim Pharmaceuticals, Inc.; AbCellera Biologics Inc.; Junshi Biosciences; Regor Therapeutics Group; Lycia Therapeutics, Inc.; Kumquat Biosciences Inc.; Entos Pharmaceuticals Inc.; and Foghorn Therapeutics Inc. Eli Lilly and Company was founded in 1876 and is headquartered in Indianapolis, Indiana.