Chlo Sevigny, Ryan Murphy, Demi Moore, Naomi Watts, Tom Hollander and Diane Lane at the FYC red carpet event For FX's FEUD: Capote Vs. The Swans at DGA Theater Complex on May 29 in Los Angeles, California.

King Charles III and Queen Camilla sit next to Cynthia Erivo as they watch a play performed by third year acting students in the Gielgud Theatre during a visit to RADA in London, to celebrate the school's 120th anniversary on May 29 in London, England.


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The Real Housewives of Beverly Hills star attends the 49th Annual Gracie Awards, hosted by The Alliance for Women in Media Foundation at the Four Seasons Beverly Wilshire Hotel on May 21 in Beverly Hills, California.

Kristen Wiig and Carol Burnett attend the 49th Annual Gracie Awards, hosted by The Alliance for Women in Media Foundation at the Four Seasons Beverly Wilshire Hotel on May 21 in Beverly Hills, California.

King Charles III and Queen Camilla attend The Creative Industries Garden Party at Buckingham Palace on May 15 in London, England. Representatives across art, culture, heritage, TV, fashion and film were on hand for the event hosted by the DCMS.

The singer attends her Haute Living celebration with Louis XIII and Telmont Champagne at Villa Azur Las Vegas on May 14 in Las Vegas, Nevada, where a custom art piece was presented by artist Johnathan Schultz.

Jorgeous, Vanessa Vanjie Mateo, Gottmik, Angeria Paris VanMicheals, Roxxxy Andrews, Shannel and Plastique Tiara attend Paramount+'s RuPaul's Drag Race All Stars advance screening at 92NY on May 10 in New York City.

Prince William visits Fistral Beach on May 9 in Newquay, Cornwall. The royal will meet representatives from local organizations who are working to promote safety in the sea and across the beach area, ahead of the forthcoming summer months.

The cast of Baby Reindeer attend the SAG-AFTRA Foundation Conversations Presents Netflix's Baby Reindeer inside the SAG-AFTRA Foundation Screening Room at Linwood Dunn Theater on May 8 in Los Angeles, California.

On May 8, the actress attends Chain's Pollo Lounge dining concept in Los Angeles, California featuring a gourmet chicken tender dinner by chef Tim Hollingsworth, drinks by LEVO Soda, and a musical program led by Emily Bear.

The rockers surprised fans with an unannounced appearance at the Adam Mickiewicz Monument in Krakw, Poland, on May 7. The fun, surprise performance comes two days before their band, 30 Seconds to Mars, is set to kick off their Seasons World Tour at the Tauron Arena in Krakw on May 9.

Sunrise Coigney attends a dinner hosted by Todd Nickey and Amy Kehoe in their new two-level, 4,000-square-foot store adorned with gilded mirrors and vintage Murano chandeliers in what was once Jackson Pollock's studio on May 7 in New York City.

The Invictus Games Foundation CEO and the Duke of Sussex speak with Pikemen and Musketeers during The Invictus Games Foundation Conversation titled Realising a Global Community at the Honourable Artillery Company on May 7 in London, England.

On May 2, the actress attends the ANINE BING Sounds the Spirit of LA event at Chateau Marmont in Los Angeles, California to celebrate the brand's summer collection and the release of Anine Bing's new album.

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We understand that often times the photo ops you take with your favorite celebrity may be a once in a lifetime opportunity for you and we treat it as such. Our friendly courteous staff is always ready to help you at any convention we attend and after the convention via this website, our twitter and the Celeb Photo Ops facebook.

Your photos will be top quality 8 x 10 glossy photos printed on dye sublimation printers. The prints are of the highest quality and have a long archival life. They also accept signatures very well so you can even get your print autographed!

Event and Convention Promoters

Let the friendly professional Celeb Photo Ops crew handle photo ops at your next convention or event. You can visit our Booking page to find our more about us and what we can offer you, your guests and the fans at your convention or event.

CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations. The images in this dataset cover large pose variations and background clutter. CelebA has large diversities, large quantities, and rich annotations, including

The final evaluation has been finished on 6/17. Among the 19 registered teams, 14 teams have successfully finished the task during the evaluation time window. We are now calculating the coverage/precision numbers and will send them out shortly (by 6/21) after verification, together with the final ranks.

Final evaluation started on 6/13, more than half of the teams have finished the first round of evaluation requests. Please keep your recognizer online, for extra verification/retry requests.

If your recognizer has encountered issues during the first round of evaluation. Please ping us for another round of request. We can send you up to 3 rounds of evaluation traffic, as long as time allows. But keep in mind, you can only choose one of the results for ranking. By default, we will use your last result.

More teams passed dry run (format, speed, and accuracy) and are ready for final evaluation. We are sending out the coverage/precision numbers to each passed team. Latest update about dry run progress is shown below.

As before, we will use an open multimedia hub (Prajna Hub) for evaluation. That is, you need to register your recognizer to Prajna Hub, which essentially turns your recognition program to a cloud service. Then your algorithm can be evaluated remotely.Note that your algorithm is still running on your local machine and you have full controls on it. This update provides:

With the success of previous MSR Image Retrieval/Recognition Challenges (MSR IRC) at IEEE ICME, ACM Multimedia 2014 and 2015, Microsoft Research is happy to announce MSR IRC at ACM MM 2016, based on real world large scale dataset, and open evaluation system.

Thanks to the advance of deep learning algorithms, great progresses have been made in visual recognition in the past several years. But, there is still a big gap from these academic innovations and practical intelligent services, due to the lack of: (1) real world large scale data with better quality for training and evaluation. (2) public platform to conduct fair, efficient evaluations and make the recognition result reproducible and accessible.

To further motivate and challenge the academic and industrial research community, Microsoft is releasing MS-Celeb-1M, a large scale real world face image dataset to public, encouraging researchers to develop the best face recognition techniques to recognize one million people entities identified from Freebase. In its V1.0 version, the dataset contains 10M celebrity face images for the top 100K celebrities, which can be used to train and evaluate both face identification and verification algorithms.

Moreover, Microsoft Research has developed Prajna Hub, an open multimedia gateway, to convert latest algorithms into online services that can be accessed by anybody, from anywhere, and make the evaluation/test results repeatable and comparable.

This year we will focus on face recognition task. The contestants are asked to develop image recognition system based on, but not limited to, the datasets provided by the Challenge (as training data) to recognize 1M celebrities from their face images.

The 1M celebrities are obtained from Freebase based on their occurrence frequencies (popularities) on the web. Grounding the face recognition task to a knowledge base has many advantages. First, each people entity on Freebase is unique and clearly defined without disambiguation, making it possible to define such a large scale face recognition task. Second, each entity naturally has multiple properties (e.g. gender, date of birth, occupation), providing rich and valuable information for data collecting, cleaning, and multiple task learning.

The measurement set consists of 1000 celebrities sampled from the 1M celebrities, and for each celebrity we have manually labeled up to 20 images scrapped from commercial image search engines. But the identities of these 1000 celebrities will not be disclosed, so that the contestants cannot optimize just for these 1000 celebrities. To obtain high recognition recall and precision rates, the contestants will have to develop a recognizer to cover as many as possible celebrities, which will be of great value to help advance the state of the art in face recognition.

A contesting system is asked to produce 5 or less labels for a test image, ordered by confidence scores. Top one accuracies will be evaluated against a pre-labeled image dataset, which will be used during evaluation stage.

For DevSet1, the face images with big variations are used intentionally, in order to test the robustness your algorithm on complex situations such as pose/age/resolution/special effects/etc.. This track encourages participants to develop robust algorithms with good generalization capability.

For DevSet2, the test images are randomly selected, which are highly likely to be covered by the training data, if that entity is covered. In this way, the overall coverage of your algorithm, i.e., how many entities your system can recognize, among the 1M entities, can be evaluated. This track encourages participants to collect and use as many as training data as possible, and focus on the scalabilities.

The Challenge is a team-based contest. Each team can have one or more members, and an individual can be a member of multiple teams. No two teams, however, can have more than 1/2 shared members. The team membership must be finalized and submitted to the organizer prior to the Final Challenge starting date.

The museum hosts numerous events with celebrity guests, from Q&As at screenings to book signings, like recent programs with legendary auteur John Waters as part of the current retrospective exhibition, John Waters: Pope of Trash. 152ee80cbc

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