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![]() ![]() brightness_range alters the brightness of the image.horizontal_flip randomly flips images, horizontally.height_shift shifts the image by the fraction of the total image height, if float provided.width_shift shifts the image by the fraction of the total image width, if float provided.rotation_range rotates the image randomly with maximum rotation angle, 40.rescale multiplies each pixel value with the rescale factor.Transformations to be applied datagen = ImageDataGenerator(rescale=1./255, rotation_range=40, width_shift_range=0.2, height_shift_range=0.2, zoom_range=0.2, horizontal_flip=True, brightness_range=, fill_mode='nearest') Iterating the generator n_steps_data_aug times generates the required number of images. In this tutorial, we generate a new image corresponding to every sampled image. n_steps_data_aug is analogous to epochs in model training.If you are using transfer learning specific models have their own specifications for the input size of the images to the model. img_size is the image size required by the model.This is analogous to batches in model training. We define a batch size for the image generator.DATA_AUG_BATCH_SIZE = 2 # batch size for data augmentation img_size = (224, 224) # input image size to model # Number of steps to perform data augmentation n_steps_data_aug = np.ceil(df_sample.shape/DATA_AUG_BATCH_SIZE).astype(int) Next, we will define the parameters of the image generator. You have collected training data, and your images are very similar to the ones shown below. Say you want to build a neural network to identify Toyota Corollas. Nevertheless, they are susceptible to overfitting. When to perform data augmentation?ĭeep Learning has helped us achieve state-of-the-art performance on computer vision tasks. Examples of image transformations are image rotation, altering image brightness, flipping an image horizontally or vertically, etc. Data augmentation using ImageDataGenerator What is data augmentation?ĭata augmentation is a technique that leverages transformations or oversampling to artificially inflate the original dataset. Various techniques are available to reduce over-fitting in this article, we will focus on Data Augmentation.īreakdown: 1. Overfitting models to training data is a familiar problem data scientists and machine learning researchers face regularly. ![]() ![]() ![]()
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Engage in DM or TDM matches on 5 beautiful and unique maps and complete missions in order to unlock new equipment, gear and weapons for characters or just have a blast in the free play mode. In order to become the "Intruder", you need to complete the Combat Training. ![]() Welcome to the elite international special forces recruitment program. ![]() More than a year in the making, Intruder CT is an action-packed, 2d side-scrolling tactical shooter ("multiplayer" with bots), built on one of the most advanced 2d shooter engines - mGine by It's been way too long but it's finally here! I'm very proud to present my first full-fledged game. I recommend playing in Chrome for the best performance!įront page, daily 2nd and a great score! Thx guys! ![]() ![]() It’s not enough to build a nice looking website that’s easy to use. What is the purpose of your site? Is that purpose clear to visitors? Even informational sites want visitors to read and share articles, follow the company on social media, download toolkits, join mailing lists or learn more about the organization. If your site asks nothing of visitors, they will surely do nothing. A Google map is a bonus. Above all, ensure that this information is readily available on an easy-to-find contact page-if not every page of your site. Make it easy to engage, offer multiple points of contact: phone, email, social media and maybe an easy-to-use contact form. Yes, keeping things fresh requires a bit of investment. ![]() (Some tips here.) Blogs and social media updates are great ways to add fresh content, which keeps visitors returning and helps SEO strategy. Explain your “Why.” Visitors have short attention spans: spell correctly, be accurate, be relevant and update regularly. Use language that makes sense to your audience-avoid jargon, corporate speak and acronyms. Fresh, Quality Contentīe succinct, interesting and new. The growth of mobile and tablet devices is not slowing down and you just don’t know what your next visitor will be using. Optimizing for mobile will improve both the experience of your visitors and your SEO Rankings. Today there are no excuses, your site must look great and work well on any platform. Your site should satisfy both ‘searchers’-coming for something specific, and ‘browsers’-just looking. Help users accomplish their tasks quickly with onsite search, and keep them engaged by suggesting related content and minimizing dead ends. Use consistent layouts and visual cues for functionality across the site. Create obvious, logical navigation with clear hierarchy. User Experience (UX) plays a key role in helping visitors use, understand and stay on your website. Broken, slow, or poorly constructed areas will leave your visitors frustrated and encourage them to leave. Every page should always be fast and functional, because any of them could be a potential customer’s first or only impression. ![]() ![]() (See examples.)Įqually important, the site must work quickly, correctly and as expected. Build to web standards, proofread rigorously and test regularly for problems with speed or functionality. Allow white space, uncluttered layouts with quality photographs and graphics look and let your message shine through. So it’s important to be visually appealing, polished and professional. Your site reflects your company, your products, your services and ultimately your brand. But to differentiate in today’s competitive landscape, you need a website as unique as you are. Thousands of pre-made templates and themes make creating a website easy-if all you want is a simple, off the shelf website that looks professional enough to give business a basic start. A “good” website isn’t good enough to break through and to convert users into engaged customers and brand ambassadors. No single aspect of marketing is more important than a quality website, your organization’s front door. ![]() ![]() ![]() Kylie Bunbury as Suhad is in two racy sex scenes as the title character's lover, nearly though not quite displaying nudity.Massage of Love: After the wounded Tutankhamun, disguised as an anonymous soldier, has been transported to safety by Suhad, she compassionately gives him a back and shoulder massage to comfort him as he begins to recover.Not only must Ankhesenamun and Tutankhamun continue moving forward as heartbroken parents, but without a son in the Queen's arms, Tut's early death results in a succession crisis. Tragically, the two babies they have conceived together passed away in miscarriages, as does the Queen's third child, conceived with Ka. Law of Inverse Fertility: Initially paired together as King and Queen by their dying father, Ankhesenamun and Tutankhamun bear the heavy responsibility of having an heir to carry on their family's dynasty.If You're So Evil, Eat This Kitten!: Akhenaten orders a child Tut to murder the son of the man who poisoned him in order to prove he has what it takes to become pharaoh.Give the Baby a Father: It's not known if Ay did this trope in full, but Nakht is not his biological son but Ay raised him as if he was even after his wife passed away.Tutankhamun sincerely wants to be one, if only to make up for the mistakes his father made, but the ambitions of those around him and his own humanity make it progressively more difficult. Foregone Conclusion: Anyone familiar with the life of Tutankhamun, even in passing, will know what's ultimately in store for him.Evil Chancellor: Ultimately subverted with Ay while he certainly has great ambitions, he never does anything directly antagonistic against Tutankhamun or Ankhesenamun.This is also despite the fact that Horemheb had left Tut for dead and been condemned to die for it. Enemy Mine: Horemheb willing to work with Tut to defeat the Mitanni once and for all because both know that it would be a near impossible task without him to lead the army.Later on after he's mellowed a bit and has begun to die from the infection in his broken leg, he asks to see Ankhe and she says to him that she knows better than to hope for his forgiveness, but it's revealed that Tut has called off her execution and forgives her on the grounds that she's still his sister and asks her to stay with him until he dies (see Stay with Me Until I Die). Tutankhamun is understandably furious when he realizes that Suhad was murdered by his sister and orders for her execution. Easily Forgiven: Averted for Ankhesenamun.Tutankhamun must use his power as Pharaoh to deal with a deadly plague spreading through his kingdom all while his enemies continue their plot to conquer Egypt, even if it means they'll have to eliminate him. But over the course of the following years, the Vizier Ay ( Ben Kingsley) takes control of the important decisions that Tut is expected to make and ten years into his reign, a now teenage Tut ( Avan Jogia) finds the country in economic turmoil and crops ruined by drought. His nine-year-old son, Tutankhamun (played briefly by Kaizer Akhtar) is then thrust into the position of Pharaoh of Egypt and forced to marry his older sister Ankhesenamun (Sibylla Deen). In 1332 B.C.E Pharaoh Akhenaten ( Silas Carson) has been poisoned by his most trusted servant. Tut is produced by Muse Entertainment, best known for its other miniseries The Kennedys and The Pillars of the Earth. Such event series have also been recently popular among other networks, such as History. The miniseries marks a return by the network towards scripted programming, and in particular, "event" series that cater to a "balanced" audience (in contrast to the remainder of Spike's programming at the time, which has typically skewed towards a male audience). Tut was first announced by Spike in May 2014. The three-part miniseries is based on the life of Egyptian pharaoh Tutankhamun. Tut is a Canadian-American miniseries that premiered on U.S. ![]() ![]() If Nintendo does decide to release each game included in Mario 3D All-Stars separately, then that would be the perfect opportunity to release a Mario Galaxy 2 port for the Switch, as well. Considering Nintendo's recent history of trying to milk ports for all their money's worth, it wouldn't even be surprising to see Mario 64, Mario Sunshine, and Mario Galaxy all released as individual games after March 31. Mario 3D All-Stars is available until March 31, 2020, but what comes after that date has left fans wondering. While fans were excited to play some of their favorite Mario games from the past, fans were disappointed with All-Stars' limited availability. This rumored Mario sports game is said to be set for release in the first half of 2021, so fans should soon know if the leak was true.Īlong with Mario's 35th anniversary celebrations, 2020 was also marked by controversy for Nintendo, much of it revolving around Mario 3D All-Stars. ![]() Even if the leak is true, it's not known what sport the game would cover, although it's about time for a new Mario Golf game. According to a supposed leak, a new Mario sports game is currently in development by Camelot, which has a history of developing Mario sports titles, including the most recent, Mario Tennis Aces. So far, Super Mario 3D World Deluxe is the only Mario title officially confirmed for 2021, but there are others that have been rumored. Related: Mario Kart 8 Deluxe Keeps Selling More Copies Than The Year Before The game is set to release on February 12 along with a new expansion, Bowser's Fury. It's also worth noting that, unlike the Wii U version, 3D World will have online multiplayer on Switch. Originally released on the Wii U, 3D World is seen by some as one of the most underrated Mario titles of the past few years. ![]() Announced back in September, Super Mario 3D World Deluxe will be heading to the Switch in 2021. ![]() However, fans already know when they can get their hands on the next Mario title. As always, Nintendo has kept its lips sealed in terms of upcoming releases, so there isn't much known about 2021's Switch game release schedule. ![]() ![]() ![]() They can be baked on parchment paper on top of the baking sheet. Use cutters to cut out cookies and place them on a cookie sheet (NOT GREASED).Use guide sticks to get cookies the same thickness. Unwrap the dough and place between two pieces of parchment paper then roll. Set dough out until close to room temperature before rolling. Once dough is chilled, preheat oven to 350 degrees.Chill for AT LEAST 3 hours before using, overnight is recommended. Press them into 1 inch discs and wrap in pastic wrap or baggies. Remove the dough and divide into two - four balls.Do not beat too long or the dough will get tough. Cream butter and sugar in mixer then add eggs and mix for 30 seconds.Īdd almond extract and sour cream and mix for 30 seconds.Īdd dry ingredients, starting with 4 cups of the flour and adding until dough in no longer sticky and forms a ball.When the cookies come out of the oven, move them to a cooking rack and let them cook COMPLETELY before even thinking about icing them. I LOVE this giant cookie sheet! It literally holds SO MANY COOKIES! This ensures that they are all the same thickness AND size.īake cookies on parchment paper on a metal sheet. ![]() TIP THREE: Use the same cutter for all of the cookies that go on one sheet while baking. Once the dough is rolled out, cut into shapes with cutters. Rolling the dough between two pieces of parchment paper keeps it from sticking to the counter or the rolling pin. ![]() I use them for EVERY single roll out, even the tiny bit of dough left at the end. My rolling guides are one of the best gifts I ever received. Have cookies that are the EXACT same thickness will support them in baking consistently across the pan. Once the cookie dough is room temperature, it is ready to be rolled out. If you want cookies this adorable, make them ONE step at a time! One rushed step and the cookies just might not be what you want. TIP ONE: BE PATIENT and follow each step carefully. These Jack-O-Lanterns and Halloween cookies are darling but the magic is that the recipe works for ALL the cutters! Having the perfect sugar cookie recipe makes it easy and fun. Sugar cookies are fun because they can be made for all the things and I mean allllll the things. I am sharing the recipe along with a few of the tips I have learned along the way to create this perfect sugar cookie recipe for using cookie cutters AND decorating them with royal icing. I often share cookies that I bake and decorate on my social media and get lots of questions. PERFECT Sugar Cookie Recipe for Using Cookie Cutters ![]() ![]() ![]() Grows with your child: Rest grows with your child’s needs – providing soft light and white noise for midnight newborn feeding sessions, the comfort of a nightlight for a preschooler, plus a time-to-rise setting for your older child! Includes toddler lock feature and stays cool throughout the night for safety.Įncourages better sleep: Create the ideal sleep environment for your child. Control remotely via easy-to-use Hatch Baby Rest app. The Hatch is a white-noise machine and lamp that illuminates with customizable colors and plays 11 different sounds. Set programs to turn off and on automatically based on your family’s sleep schedule.Įasy to use: Rest can be programmed to turn on automatically, can be adjusted remotely via phone, or can be tapped on manually as needed. 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