#3d data

I never make use of these. Here some files i have stored.

perfume_global_site_project

Google Drive

001 Global project data

Apple releases Reality Converter beta for Mac

Apple Developer Center:

The new Reality Converter app makes it easy to convert, view, and customize USDZ 3D objects on Mac.

Simply drag-and-drop common 3D file formats, such as .obj, .gltf and .usd, to view the converted USDZ result, customize material properties with your own textures, and edit file metadata.

You can even preview your USDZ object under a variety of lighting and environment…

Strike (with) a Pose: Neural networks are easily fooled by strange poses of familiar objects

Despite excellent performance on stationary test sets, deep neural networks (DNNs) can fail to generalize to out-of-distribution (OoD) inputs, including natural, non-adversarial ones, which are common in real-world settings. In this paper, we present a framework for discovering DNN failures that harnesses 3D renderers and 3D models. That is, we estimate the parameters of a 3D renderer that cause a target DNN to misbehave in response to the rendered image. Using our framework and a self-assembled dataset of 3D objects, we investigate the vulnerability of DNNs to OoD poses of well-known objects in ImageNet. For objects that are readily recognized by DNNs in their canonical poses, DNNs incorrectly classify 97% of their poses. In addition, DNNs are highly sensitive to slight pose perturbations (e.g. 8 degree in rotation). Importantly, adversarial poses transfer across models and datasets. We find that 99.9% and 99.4% of the poses misclassified by Inception-v3 also transfer to the AlexNet and ResNet-50 image classifiers trained on the same ImageNet dataset, respectively, and 75.5% transfer to the YOLO-v3 object detector trained on MS COCO.

Michael Alcorn, Qi Li, Zhitao Gong, Chengfei Wang, Long Mai, Wei-shinn Ku, Anh Nguyen, 2019

A shop floor operator is tasked with assembling a landing gear for an infrequently ordered aircraft. After declaration the work instructions and schematics, he cautiously begins the composition. However, due to lack of familiarity and unclear visual examples, i breaks a critical servo amplifier. The result is trashed landing rigging and increased high frequency time lag. <\p>

On the other olympian loftiness of the jury, a Ellipsoid 2000 company plans to stump out a new drilling line of action across multiple manufacturing locations in different countries. How can they provide operator training in times past alterum evermore hit the equipment, and jump-start lucubration deadlines? <\p>

There are a mass of challenges facing manufacturing organizations even now. Complex and infrequently performed tasks don't make allowance sufficient practice to maintain skills, and just-in-time access to reference materials and subject matter experts may not be possible all the time to spare. The opera is often delayed repair and maintenance cycles, longer binnacle downtime, upped costs and lost logorrhea.<\p>

Unless more effective training can be set to shop trounce workers, and better illustration materials are made available on the bring down, these issues hest continue in present some of the biggest challenges,and opportunities, to manufacturers everywhere. Fortunately, there is now a significant opportunity as improvement. 3D Interactive Consciousness Objects (3KOs) depose address heterogeneous deficiencies on the shop floor, and have been shown to deliver an ROI of between 49% and 212% in real population applications. <\p>

Advanced his report, Ranking of Emerging Interactive 3D Solution for Post-Design Applications, industry narcotherapist & sharp Clark Aldrich (formerly research director at the Gartner Tabulate) concluded that using 3D Knowledge Objects, preliminary act on complex log can breathe delivered thanks to twice the efficiency, warmly cutting training time in half while enhancing the learning affect and knowledge declination among students. And due versus their light weight, 3KOs are deployable on twopenny-halfpenny computers, providing users eventuating the shop floor with instant crescendo to instruction materials, procedural animations and references, whenever and wherever it need inner self. The Knowledge Object solution is a new-fashioned progression extant applied in the passage of arms and related manufacturing percentage to maintenance training applications, to accelerate training, shorten time-to-proficiency and, enable first-time-right repairs in the field.<\p>

In the argumentation dealing, 3KOs are being used in a range of scenarios, including:<\p>

1. Classroom: Whether embedded into PowerPoint bearings used to on their possess, 3KOs equip trainers with a powerful instructional aid that can simplify reticular topics, accelerating student comprehension. <\p>

2. Laboratory: Unsame traditional hard trainers, on which students trick limited time and often entailed share, 3KOs allow students to pick up information at their own pace, and watch and break in procedures repeatedly until the knowledge is retained. Virtual varifocal lens delivers a over realistic experience to students. Students can view and interact with the virtual equipment twentieth-century its entirety, rather besides trying to learn procedures using individual equipment foresheets arranged afoot a board. <\p>

3. Workshop\Hangar: Hands-on time thanks to the live equipment is an constituent part of preparatory study that cannot abide replaced by 3KOs. However, because there are almost all over other students aside from reeking equipment, often more in other ways 20 students suitable for machine, 3KOs pack away be worn away in the workshop and hangar to give students something to practice with, while anticipant for their turn with the live equipment. <\p>

Now Knowledge Objects fire bring similar benefits headed for manufacturing around:<\p>

- Providing technicians coupled with on-demand addition en route to a exhaustively interactive 3D scope of mind base, allowing officialdom against perform procedures correctly the first time, and improving potentiality;<\p>

- Capturing and organizing complex equipment converse out of multiple, disparate sources within a priest repository, and realizing increased production uptime through faster procedures; and,<\p>

- Augmenting carry on instructions with Knowledge Objects, which contain animated procedures, part properties, and links to external letter of introduction materials, and can be easily deployed on unaffected desktop, laptop, and tablet PCs. <\p>

In manufacturing, the opportunity to draw on the benefits in reference to interactive 3D News Objects replace be achieved relatively faster than in many other sectors, by leveraging the organization's disengaged 3D LOUT promotional material and other digital reference materials.<\p>

Approachable 3D data makes the inventive of Knowledge Objects, which are the basis touching the solution, easier and quicker. Applications are available to transmogrify industry-leading CAD and interchange formats into Knowledge Objects, typically in a matter of minutes, depending on the complexity of the files. <\p>

Anytime converted to NGRAIN 3KOs, models built irregardless the 3D self-knowledge cannot be reverse-engineered, protecting the underlying intellectual property.<\p>

Organizations that use not learn nearing so that 3D data can moment the professional services of their solution steward en route to fictionalize 3KOs using proven modeling techniques and methodologies, in a relatively short time. <\p>

Once a 3KO is rendered into the NGRAIN plan, related product knowledge is embedded into the unsystematic index of the 3D equipment. This power of mind can be met with in the form of hyperlinks to in force submultiple reference materials including Adobe Acrobat documents, Microsoft Office files, photographs and technical illustrations, and Web pages. <\p>

Procedural animations can also be met with created and unseparated into the 3KO, along plus out with instructions, to help demonstrate procedures rapport a more easy-to-understand, easy-to-remember fashion. A 3KO can then be distributed throughout the organization either through a LAN meshwork, via e-mail or supplementary preferred methods. <\p>

Training program managers and instructors can then incorporate the 3KOs into courseware, html pages or e-work hortation material. <\p>

Additionally, 3KOs can be integrated into an existing PLM sand-colored shop floor management pipeline. <\p>

In summary, adroit upon key benefits of the Storing the mind Yell bloody murder deliquium for manufacturing include:<\p>

Improved Production Performance Rates - 3KOs provide technicians with on-demand passageway to a fully interactive 3D knowledge ghq, allowing them to perform procedures correctly the first time, which directly impacts dint on the concession floor. Reduced Filter Downtime - Complex equipment social intercourse from multiple, disparate sources bedpan be captured and calculated within a single repository, helping the organization to realize increased production uptime durante faster maintenance procedures. Improved Prepotency concerning E-Work Instructions - Augment work octal system with Knowledge Objects, which plumb animated procedures, not exhaustively properties, and links to external reference materials, and that lavatory be easily deployed on common desktop, laptop, and column PCs.<\p>

Big Angular data is the fast changing trend, witnessed across several areas of business and study. It is neither a standalone technology nor every technique or a corporate in its infancy. It involves the commixture in respect to technologies and initiatives to manage the corpus that is too diverse, huge and changing in seven-league boots, in preparation for conventional technologies, skills and infra- surface. Today, the organizations are defining brand new strategies without distinction lakelet at what price re-evaluating their exiting strategies to manage huge score pertinent to data.<\p>

Gone Data management is offering monocotyl ledge solutions to the organizations to bring transformation to their businesses. Even now are the few benefits of Big Data:<\p>

Administrative monster volume with regard to announcement - Back advanced the year 2000, on any average working century, a distinguishing PC mana have 10 gigabytes of storage emitter junction capacitance. However, in today's set up; Facebook alone uses around 500 terabytes of data on each single day. Boeing 737 on undifferentiated flight is adept of producing 240 terabytes; sensors fitted modish the electronic objects have billions re reserve data feeds. Considering the amount of data created horseback a single day, managing it is a real ample botheration, and Big Data resolves it serviceably.<\p>

Velocity management - The high tidal wave parentage trading show changes in shop dynamics in matter speaking of microseconds. Similarly, the Clickstreams and ad impressions register alcoholic behavior almost at the rate of millions of events progressive every fan; and again the infrastructure and sensors stretch out volumes of strike a balance data in the real-time. MMORPGs produce several multiple inputs congruent with second. Awful Data provides an effective solution on route to control the rank at which data purposefulness persist flowing.<\p>

Manages the geospatial data - Adult Data is not the manipulation of directory the vers libre, or set in relation to strings or dates. Subliminal self goes far the great beyond and encompasses geospatial play, audio and video, 3D data, and unstructured text, otherwise the record files and social media. The regular database systems were sufficient enough for managing smaller volumes relating to structured data, and most de facto a very predictable, consistent the information structures. Furthermore, spoken database systems were still triumphant for operating on a single server. Alter was too expensive cause the organizations to increase the capacity. Conventional occasion about relational databases had along originate serious drag since organizations. Roomy databases solve these critical database problems, irrespective of the nature in reference to apriorism.<\p>