![]() ![]() join ( IMAGE_DIR, image_name ), image_cache ) X = datagen. zeros (( len ( image_names ), RESIZE_WIDTH, RESIZE_HEIGHT, 3 )) for i, image_name in enumerate ( image_names ): image = cached_imread ( os. imread ( image_path ) image = imresize ( image, ( RESIZE_WIDTH, RESIZE_HEIGHT )) image_cache = image return image_cache def preprocess_images ( image_names, seed, datagen, image_cache ): np. RESIZE_WIDTH = 300 RESIZE_HEIGHT = 300 def cached_imread ( image_path, image_cache ): if not image_cache. The generator is instantiated at each epoch, and the next() method is called to get the next batch of triples. We start with a basic generator that returns a batch of image triples per invocation. In this post, I will describe an image generator that I built for my Siamese network using the random_transform() method. It applies a random sequence of the transformations you have specified in the ImageDataGenerator constructor to your input image. So I went digging into the code and found a private (in the sense of undocumented) method called random_transform(). The first seems a bit wasteful, and the second seems incredibly complicated for my use case. However, all these seem to require that you either enumerate the LHS and RHS images in the pair as 4-dimensional tensors (using flow()) or store them in two parallel directories with identical names (using flow_from_directory()). In addition, the ImageDataGenerator documentation covers some cases where this can be done, using a pair of ImageDataGenerator instances that are instantiated with the same parameters. It seems to be something that others have been looking for as well, and there is some discussion in Keras Issue 3059. (This is not strictly necessary in my case, but can't hurt, and in any case I wanted to learn how to do this for another upcoming project). My problem this time was a litle different - my input is a pair of image names from a triple, and I wanted that the identical transformation be applied to both imaages. This is the default case the component is built to handle, so its actually very simple to use this. I have used the ImageDataGenerator previously to augment my dataset to train a simple classification CNN, where the input was an image and the output was a label. The Keras ImageDataGenerator is much more sophisticated, you instantiate it with the range of transformations you will allow on your dataset, and it returns you a generator containing transformations on your input images images from a directory. Before Keras, when I was working with Caffe, I would manually augment my input with a fixed number of standard transformations, such as rotation, flipping, zooming and affine transforms (these are all just matrix transforms). This gives us 2072 similar image pairs and 2072 different image pairs, ie, a total of 4144 image pairs for our training data.įearing that this might not be nearly enough to train my network adequately, I decided to use the Keras ImageDataGenerator to augment the dataset. Dissimilar image pairs are generated by pairing the left hand image of the similar pair with a random image from some other group. Similar image pairs are generated by considering all combination of image pairs within a group. The following code snippet loops through the image directory and uses the file naming convention to create all pairs of similar images and a corresponding pair of different images. ![]() ![]() ![]() For example, the code snippet displays three photos - the first two are from the same group and the last one is different. Similar image pairs are from the same vacation group. The input to my network consist of image pairs and the output is either 1 (similar) or 0 (different). For example, a photo named 100301.jpg is from vacation 1003 and is the first photo in that group. Each photo is numbered with six digits - the first 4 refer to the vacation and the last two is a unique sequence number within the vacation. The photos have a naming convenition from which the groups can be derived. My dataset is the INRIA Holidays Dataset, a set of 1491 photos from 500 different vacations. Keras provides an example of a Siamese network as part of the distribution. Siamese networks were first proposed in 1993 by Bromley, et al in their paper Signature Verification using a Siamese Time Delay Neural Network. During training, the parameters are updated identically across both subnetworks. Siamese networks are a type of Neural network that contain a pair of identical sub-networks that share the same parameters and weights. I have been looking at training a Siamese network to predict if two images are similar or different. ![]()
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![]() ![]() The extremely rare example offered at auction is one of only three road cars to have come out of the AMG atelier. , and other 3 unique in the world as road cars. In fact, only 9 examples in the world have the "PERFORMANCE PACK", and they are divided as follows: 3 were created as Taxi Ring, other 3 were set up as Medical Car for Formula 1, DTM, etc. The big difference between all the "normal" C55 AMGs and the other 9 is the exclusive "Performance Pack". The lap time at the Nürburgring Nordschleife for the C 55 AMG was 8:22 compared to 8:37 for the C 32 AMG mainly due to the revised suspension and extra torque.įew people know that among all the C55 AMGs produced in the world, there are 9 that have something very different from the others. The C 55 was the first AMG C-Class to feature four exhausts and an external differential radiator. The C 55 AMG is one of two AMG models to feature a different structure to its base Mercedes platform, the other being the W204 C 63 with its elongated engine bay. The C 55 shares its front design with the CLK 55 AMG to accommodate a larger 5.4-litre engine. ![]() Unlike the less powerful V6s in the rest of the Mercedes-Benz range, the C 55 AMG continued to use the five-speed automatic transmission with AMG Speedshift. Although the top speed was still limited to 250 km/h (155 mph), the 0-100 km/h (62 mph) time was reduced to 4.9 seconds. ![]() The C 55 AMG used a V8 from the same engine family as the W202 C 43 AMG generation. This was an evolution of the V8 engine fitted to the E-Class, with power increased to 365 hp and torque rising to 510 Nm. In 2005 the C32 AMG was also replaced, making way for the new C55 AMG with a 5.4-litre naturally aspirated V8 engine. Of all the available engines, without doubt the most representative model of Mercedes technology was the C32 AMG, the true flagship of the Stuttgart-based company (with the hand of the guys from Affalterbach). Most engines were carried over from the W202, but the C320 was exclusive, offering 160 kW (215 hp ). The saloon debuted with a range of petrol inline-four and V6 engines and diesels inline-four and five, later W203 received the V6 diesel. The second generation C-Class was introduced in March 2000. In 2000 the second W203 series was presented, which marked a turning point in Mercedes styling with its lines, much sleeker and rounder and similar to the flagship S-Class. For the first time in Mercedes, the Kompressor was fitted. It was for this reason that all vehicles were fitted as standard with ABS, ESP, ASR, six airbags and bi-zone air conditioning. The designers focused on agility and sportiness combined with uncompromising safety and quality. This line included both saloon and coupé models, and from 2001 a station wagon variant was also added to these. The first C-Class saloon (W202) was produced on 1 June 1993 and the first second generation (W203) rolled off the assembly line on 18 July 2000.". The 'C-Class' was built at the Mercedes-Benz plants in Sindelfingen and Bremen, Germany, as well as numerous satellite factories in other countries. In 1993 the German manufacturer's new compact class line was unveiled. Speed limited to 280 km/h (instead of 250 km/h).Performance Pack Exclusive By AMG Kit (410 hp). ![]() ![]() ![]() The cost was 20000 gems and the character wouldn't be fully upgraded, as opposed to when it is unlocked through the intended way. ![]()
![]() ![]() Our list covers products that contain many of these naturally occurring compounds to brighten your skin. There are alternatives to these harmful chemicals, and they are found in nature, through fruits, seeds, and oils. As a result, this compound is banned.Ĭreams that contain mercury can cause mercury poisoning and can be fatal. This proves the nephrotoxicity and carcinogenic properties. Studies have shown that renal adenomas and leukemia occurred in animal experiments treated with hydroquinone. Several brightening ingredients like hydroquinone, mercury, dioxane, and BHT(Butylated Hydroxytoluene) are toxic but continue to be used in the pursuit of even, brighter and lighter skin tones. Lots of products will promise you illumination. If you’re someone who also uses a bronzer, tint, satin foundation, or highlighter to achieve that glow, you may want to consider using an illumination moisturizer. Yet, most moisturizers designed for oily and combination skin can soak up all the natural oil, leaving your skin looking dull.Īn illumination moisturizer can absorb all the oil leaving you with a dewy complexion that is radiant and not greasy. Illumination: Yay or nayįor those with oily skin, an illumination moisturizer might not be at the top of their list. However, there are a few things to consider before you purchase an illuminating moisturizer. There’s no shortage of products promising to deliver an instant bright radiance.Ī quick search will yield thousands of products. Before you buy: 5 Things to consider when purchasing illuminating moisturizers ![]() ![]() The cinematography in the Cremaster films is efficient and professional, but when compared with great filmmakers like Andrei Tarkovsky, it is undistinguished the editing is clear and straightforward, but in contrast to serious cinema and video, it has little aesthetic significance. The Cremaster films, made out of order, each more elaborate and expensive than the previous, are not so much narratives as allegorical pageants of the kind staged in Renaissance Italian city states (and to which major painters and sculptors like Leonardo and Bernini contributed), or for that matter in Busby Berkeley musicals, moving from one ornate visual set piece to another. Barney's singularity comes from the scope and surreal density of his associations, between the interior of the body, sexual differentiation, obsessive athletic perfectionism, medical technology, Greek and Celtic myth, and landscape and architecture, all of which miraculously congeal into works that are luxuriantly beautiful and physically and emotionally disorienting. Begun in 1994 and fueled by the metaphor of the cremaster muscle (the thin, smooth muscle that raises or lowers the testicles relative to temperature and fear) and the primordial moment in embryonic development which precedes sexual differentiation, the five-part, seven-hour Cremaster Cycle encompasses the figures and themes of Barney's earlier work and more, but with ambition, extravagance, and decadence on an unprecedented scale: cheerleaders dance-pulsating, anal Jim Otto "0"s in a brightly lit football stadium, a hardcore singer encrusted with live bees shouts into a telephone, Barney decked out as Gary Gilmore rides a wild bull in a stadium made of salt, haunted Chrysler Imperials engage in a funereal demolition derby in the Chrysler Building. Barney is hardly the first artist to combine video, performance, and sculpture: Beuys, whose art of the 1960s Barney's work often evokes, effectively did that, as did Richard Serra and Bruce Nauman. "Drawing Restraint 7" (1993), the sole highlight in the dismal 1993 Whitney Biennial, envisions Barney prosthetically transformed into a creepy, clownish, yet menacing satyr with nub horns and furry, hooved goat legs. ![]() Barney's early exhibits, as well as his spectacular and grueling contribution to Documenta IX in 1992, contain intricate allegorical rituals featuring Barney's signature demonic figures, Harry Houdini and the Oakland Raiders's legendary center, double "0" Jim Otto. In the "Transexualis" (1991) installation, which consists of objects in "Blind Perineum" and "Mile High Threshold: Flight with the Anal Sadistic Warrior," gym equipment fashioned from queerly unnatural yet flesh-like petroleum jelly is held together by precision coolers in the gallery. In the wonderfully titled "Mile High Threshold: Flight with the Anal Sadistic Warrior" (1991), Barney is again naked, taped, and penetrated, lowering himself onto gobs of semen-colored petroleum jelly. In "Blind Perineum" (1991), for instance, with feet and hands taped like a football player's, mountaineering equipment swinging from his anus, a young, buff, naked Barney makes his way across the ceiling of a gallery stairwell, struggling against self-imposed restraints in a creative test of will. Barney's hybrid of performance, video, sculptural objects, and drawings, his erotically polymorphous athleticism and predilection for perverse, baroque fantasy, and his use of materials like chilled Vaseline, tapioca, and cast plastic, made him a flash of light and weird pleasure amidst an art scene bogged down in identity politics and righteous sloganeering. Guggenheim Museum Through June 11, 2003įrom the moment of his first exhibits in Los Angeles and New York in 1991, Matthew Barney was catapulted into artworld fame and cult status. But it’s been a lot of fun working with these friends of mine, who are also just starting out and doing really, really cool things.Solomon R. “I don’t know how far I’m going to go with this. “ have a kind of album … sort of … maybe formulating,” she told the outlet. The Pitzer College student’s also following in Björk’s footsteps by making music, although she said she “ really found footing” in that arena yet. It was important to her that she would help me realize this.” “Since I was 13 or 14, I knew I wanted to take acting seriously,” she told The Face in February. ![]() Barney poses at the premiere of “The Northman” in April 2022. It’s been a big year for Isadora: The teen recently made her film debut alongside her mother in “The Northman,” which also stars Alexander Skarsgård, Ethan Hawke, Nicole Kidman and Anya Taylor-Joy. ![]() The “Hyperballad” hitmaker’s daughter models Miu Miu’s fall 2022 jewelry designed by artists Nathalie Djurberg and Hans Berg, including colorful beaded pieces inspired by flowers and pills. ![]() ![]() ![]() The cosmic arrangement of planets on this day also scrutinizes work-related obligations. Should I anticipate any health-related risks today? Will my energy suffice for the tasks ahead? Is my health strong today, or am I in for sudden unpleasant health news? After selecting your sign at the beginning of this article, you can also read your personal health horoscope for today, free of charge. Moving forward, we can read more about overall health for today. Next, we delve into the love and relationships of the day, for each of the signs. First, we explore the general overview of the current day. Today's horoscopes are comprised of logically divided segments. It costs you nothing, and its value in truth and encouragement is immeasurable. They are free, and it's a good practice to read the horoscope every day. The words of the day will provide you with assistance and support. The daily forecast for each sign sheds light on our earthly journey. ![]() Thanks to daily updates, our daily horoscopes are the finest tales of love, finances, work, health, and the future. From Monday to Sunday, each day presents an accurate destiny forecast. Regardless of your sun sign, today's horoscope can offer you solace, illumination, and, above all, the right guidance in matters of relationships.Įach day, the dawn heralds the mighty Sun's ascent. Air, too, deserves its destined answers today. The love forecast for today is also essential for airy signs Libra, Aquarius, and Gemini. Watery, emotive signs Cancer, Scorpio, and Pisces explore the power of intuition, truth, and love in their lives through an accurate horoscope, even today. It holds importance for earthy signs Taurus, Capricorn, and Virgo, who perceive love with a more diplomatic lens. Today's love horoscope is significant for fiery signs Aries, Leo, and Sagittarius. What secrets does the precise horoscope whisper to you today? Will it guide your day towards kindred souls if you're single? Will it bring you closer to love with advice defined by today's love forecast? Any paths may converge if today's cosmic harmony is rightly orchestrated. How will love unfold today, and what relationships come with the celestial dance of planets and energies? Astrological Horoscopes for today offer daily prophecies of love for both partnered relationships and singles alike. Today's astral events narrate a tale of our destiny. With the Daily Horoscope, Destiny is Within Reach ![]() Through today's horoscope, we receive a supportive glimpse of the future for free. The daily horoscope for each of the zodiac signs looks at each day and offers a current forecast. The cosmos, in its daily astrological movements, reveals the connection of energies around us with our lives. Let's strengthen our intuition by following the advice of the horoscope, which often speaks of what our older selves would tell us. Often, we need to connect with the cosmos through faith to receive its gifts. Some call it coincidence, but others know that it is the horoscope, the power of angels, and tarot cards that serve as a bridge to receiving answers from fate and the universe. The mystique that surrounds each of us often has its own name. Forecasts are every day window to the truth and destiny. Not only in challenging times do people turn to the heavens and horoscopes. Horoscopes are sometimes underestimated, although they are often tools of personal encouragement and empowerment. With daily forecasts, we gain answers to questions and often, even psychological support. Also today, when the stars whispering facts about my future. My horoscope offers me more than just a glimpse into the near future. Horoscopes have long been associated with predicting the future and destiny. ![]() ![]() ![]() This week’s folktale is one of Hans Christian Anderson’s lesser-known stories, The Snowman. This book was made into a major motion picture in 2005 that is on Amazon Prime. There is also a picture book version if you’d like to use this book as a family read-aloud. Lewis is an amazing allegorical tale of four siblings that discover there is a frozen world called Narnia, which is ruled by the evil White Witch. The Lion, the Witch, and the Wardrobeby C. If your family hasn’t already read the first book in the Narnia series, the cold days of winter are a fantastic time to start. Caution: There is a new live-action Silver Skates in Netflix that I haven’t watched yet, but I don’t think it is the same story. There are currently three versions of Hans Brinker, or the Silver Skates on Amazon Prime (two live-action and one cartoon). It has similar themes to Stone Fox by John Reynolds Gardiner, which is a read-aloud for the Snowman at Night for Early Learners. Hans tries to win enough money in a skating contest to support his family (and pay for his father’s medical treatment) after his father is injured. Hans Brinker, or the Silver Skates by Mary Mapes Dodge is a classic story that also makes an excellent family read-aloud. ![]() The winter of 1880-1881 in South Dakota was brutal and the Ingalls family survived because of their ingenuity, determination, and Almonzo Wilder’s dangerous and courageous trip across the prairie to get wheat for the townfolks. This next choice will be familiar to Little House fans: The Long Winter by Laura Ingalls Wilder. This is a pretty quick read and is available on KindleUnlimited as well as Audible and Hoopla. Willy believes he can save the farm if he wins the National Dogsled Race. In this story, Willy tries to save the family farm after his grandfather becomes sick. Stone Fox by John Reynolds Gardiner is based upon an old legend. Intermediate readers are generally fourth to sixth grade secondary readers are middle and high school level. Pick another selection for independent reading based on your children’s reading abilities. Use any of these choices for a family read-aloud selection. Just for laughs, the last page supposes that a snowman sits in the Oval Office! Independent Readers and Family Read-Aloud It explores the idea that snowmen have jobs like shoveling the sidewalks or drilling bits of coal for snowmen teeth. S nowmen at Work by Caralyn Buehner and illustrated by Mark Buehner is a stand-alone sequel to the previous title. It explores the idea that a no-melt snowman becomes friends with a young boy and they have fun all year long. S nowmen All Year by Caralyn Buehner and illustrated by Mark Buehner is a stand-alone sequel to the previous title. The use of light and shadow in the illustrations really bring this book to life! He imagines that his snowman has fun at night while he is sleeping. Snowmen at Night by Caralyn Buehner and illustrated by Mark Buehner is a sweet story of a boy’s imagining when his snowman looks different the next day. Snowmen at Night English Language Arts Family Read-Aloud Living Picture Books Snowmen at Night Sensory and Motor Skills.Independent Readers and Family Read-Aloud. ![]() ![]() ![]() Become an FX artist for film and TV Heres a job description, salary, skills, software and more info to help you get a job. Master specialised software and explore the VFX pipeline and industry workflows while honing problem-solving and storytelling skills. Collaborate with the team of 3D artists as well as the VFX to deliver high quality work. Responsibilities: Responsible for taking digital and 3D elements and compositing them together in multiple layers to create high quality shots. They can be employed by VFX studios or work as freelancers. Bring 3D worlds, digital characters, and effects to life. We are looking for VFX Compositor Artist for our creative team. ![]() This method is commonly used with ‘green screen’ or ‘blue screen’ footage, where a subject has been shot in front of a singularly green or blue background, in order to be able to place the subject in a different setting or environment later, in post-production.Ĭompositors work as the last part of a VFX 'pipeline’ (the name given to the VFX production process). This is where they select a specific part of an image that has a distinct colour or lighting and extract it to be used elsewhere. They relight in order to improve the look of the image.Ĭompositors do ‘chroma keying’ (also just called keying). Job Description The Compositor is responsible for taking digital and 3D elements and compositing them together in multiple layers to create high quality shots. Anything caused by light hitting a lens is a compositor’s responsibility. Realistic lighting is a key one of these. You should transform the software into handy products for the clients. We are looking for a talented UI/UX Designer to join our team. MAAC offers industry relevant career courses in 3D Animation, Visual Effects, Gaming, Multimedia. They take all the different digital materials used (assets), such as computer-generated (CG) images, live action footage and matte paintings, and combine them to appear as one cohesive image and shot.Ĭompositors consider visual aspects of a scene. Apply to VFX Compositor, Comp Artist, Compositing job at Anibrain in Pune from 1 - 7 years of experience. MAAC is one of the leading animation institute in India. Compositors create the final image of a frame, shot or VFX sequence. ![]() ![]() ![]() They’re one of the species that have stripes and can be found in the terrestrial and wetland habitats that are found east of the Great Plains. The Dekay’s brown snake is a type of snake that’s native to most of the eastern half of the United States and southern Ontario and Quebec. Dekay’s brown snake Dekay’s brown snake | image by Judy Gallagher via Flickr | CC BY 2.0 Their stripes can also be blue, green, or brown, depending on the species. These snakes have dark bodies with a pattern of three yellow stripes on their back and sides. They’re one of the most common snakes throughout their range and can typically be found in meadows, forests, and other habitats that are located near bodies of water. The Common garter snakes are non-venomous, medium-sized snakes that live in the Southeast and most of North America. Common garter snake Common garter snake | image by Greg Schechter via Wikimedia Commons | CC BY 2.0 One example of this type of striped snake is a California kingsnake, or a coral snake. Other snake species have stripes that go around their bodies, but many of them. Some of these species have stripes that run the length of their bodies, like garter snakes. In this article, we’ll learn about some of them and take a look at some pictures of them. From the common garter snake to the venomous coral snake, these snakes with stripes can be found all over North America. While many of us think of snakes as having solid colors or complicated patterns, some species have simple stripes. With their unique patterns, colors, and behaviors, snakes are very interesting animals. ![]() ![]() ![]() However, it is slightly different in terms of vibrance and color scheme. The design of the iOS 17 wallpaper is similar to last year’s iOS 16. The image previews are just for presentation and hence, are in low resolution. Note: To get these iOS 17 wallpapers in HD, tap the download button above the images. We have curated all the wallpapers in this article for you to download them. But you don’t have to wait to get its cool wallpapers. So, you’ll have to wait to get hands-on of these amazing features. However, the stable version of iOS 17 will release in the fall of this year. Some incremental changes include new FaceTime reactions, the ability to create Live Stickers, Autocorrect, Dictation improvements, Siri improvements, Live Wallpaper, offline Maps download, privacy and security enhancements, etc. Some notable features new to iOS include Contact Posters, NameDrop, Journal app, StandBy, Live Voicemail, etc. Alongside the update, Apple also revealed the new iOS 17 wallpapers, which beautifully complement your device.Īs mentioned above, iOS 17 brings many features and incremental changes that facilitate the overall usability of your device. The Cupertino-based tech giant added numerous features, improved specific apps, and gave a visual makeover that enhances the overall user experience. Apple unveiled its next-gen operating system for its iPhone and iPad at its annual developer conference, WWDC 2023. ![]() |
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