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Tag: animal

Revolutionizing Animal Behavior: SuperAnimal Takes the Lead

In a groundbreaking development, researchers have unveiled SuperAnimal, a deep learning model that promises to revolutionize the field of animal behavior analysis. This cutting-edge tool, developed by a team at the École Polytechnique Fédérale de Lausanne (EPFL), led by Dr. Mackenzie Mathis, can accurately detect animal motion across various species and environments, offering critical insights into their health, welfare, and ecological roles.

Understanding animal behavior is a crucial aspect of conservation efforts, biomedicine, and neuroscience research. By exploring activities such as foraging, mating, parenting, social interactions, and communication, researchers can gain valuable insights into the genetic and environmental factors that shape these behaviors. This knowledge is essential for improving animal care practices, promoting sustainable ecosystems, and enhancing human-animal interactions.

SuperAnimal, detailed in a recent Nature Communications article, is an evolution of a pose estimation technique previously known as DeepLabCut. The new tool compiles a large set of annotations from various databases, training the model to learn a harmonized language through a process called pre-training the foundation model. This standardized process makes labeling 10 to 100 times more efficient than current tools, eliminating observer bias and enhancing the accuracy and efficiency of behavioral analysis.

“Users can deploy our base model or fine-tune it with their data for further customization,” explains Shaokai Ye, a PhD student and first author of the study. “The current pipeline requires human effort to identify keypoints on each animal, creating a training set. This results in duplicated labeling efforts and inconsistent semantic labels, complicating the training of large foundation models. Our new method standardizes this process and makes labeling 10 to 100 times more efficient than current tools.”

SuperAnimal’s potential applications span across multiple fields. In veterinary medicine, it can help monitor animal health and detect early signs of illness. Conservationists can study endangered species’ behavior to develop better protection strategies, while neuroscientists may benefit by analyzing animal models to understand brain functions and behaviors.

In agriculture, farmers can use SuperAnimal to monitor livestock, improving welfare and productivity. Sports scientists can analyze athletic performance in animals, leading to better training methods. In biomedical research, the tool can enhance the accuracy of experiments with laboratory animals, reducing human error and improving data reliability, ultimately advancing various scientific and medical fields.

“We plan to integrate these models with natural language interfaces to create more accessible next-generation tools,” states Dr. Mathis. “For instance, we recently developed AmadeusGPT, which allows for video data queries through written or spoken text. Expanding this capability for complex behavioral analysis is very exciting.”

June 30, 2024
Triptii Dimri’s Journey in Animal and Intimate Scene with Ranbir Kapoor

In the world of cinema, where artistic expression often pushes boundaries, actress Triptii Dimri found herself at a crossroads when confronted with the intimate scene she filmed with Ranbir Kapoor in the movie “Animal.” While the scene garnered attention and praise from audiences, it also sparked concern and discussions within Triptii’s own family, prompting her to reflect on her choices and defend her artistic integrity.

Triptii’s decision to take on the role in “Animal” was driven by her desire to explore complex characters and challenge herself as an actress. Despite knowing that it would be a small role, she found the character intriguing and saw it as an opportunity to step out of her comfort zone. However, the intimate scene with Ranbir Kapoor left her parents “completely rattled,” leading to a series of discussions about its significance and necessity in the film.

In an interview with Vogue India, Triptii opened up about her reasons for accepting the role and the aftermath of the intimate scene. She emphasized the importance of following her instincts as an actress and not being swayed by external opinions or perceptions. Triptii acknowledged that while there may be advice and criticism from various sources, ultimately, it is her intuition that guides her choices.

Regarding the intimate scene, Triptii explained that it sparked a “long discussion” with her parents about its relevance to the story and character development. Despite their initial concerns, Triptii stood by her decision, highlighting the scene’s importance in portraying the depth and complexity of her character.

The filming of the intimate scene itself was a carefully orchestrated process, with the cast and crew ensuring Triptii’s comfort and safety throughout. Ranbir Kapoor, in particular, repeatedly checked in on her well-being and reassured her that they would proceed at her pace. This gesture of sensitivity and respect on set played a crucial role in Triptii’s experience and comfort level during filming.

The release of “Animal” was not without its challenges, as the Central Board of Film Certification recommended several cuts, including modifications to the intimate scene between Triptii and Ranbir’s characters. Despite these obstacles, the film performed well at the box office and received praise for its performances and storytelling.

March 1, 2024
Legal Clash Over Bollywood Hits: Animal and Kabir Singh in Streaming Dispute

Two popular Bollywood movies, Animal and Kabir Singh, are caught up in a legal dispute over streaming rights and profit sharing. The disagreement has escalated to the point where the case is now in the courts. Cine One Studio, the production company behind Kabir Singh, has filed a lawsuit against T-Series, the production company responsible for Animal.

Animal, featuring Ranbir Kapoor, saw significant box office success after its release on December 1, 2003. Given its profitability, T-Series, the production company, expressed interest in releasing the movie on an Over-The-Top (OTT) platform.

Originally scheduled for an OTT release on January 26th, Animal encountered obstacles from the production company behind Kabir Singh. Alleging a pre-existing agreement, Cine One Studio claimed that 35 percent of the profits was to be shared between the two production companies. Despite Animal’s box office triumph, T-Series has reportedly not honored this profit-sharing agreement.

In response to these claims, Cine One Studio, the producer of Kabir Singh, took legal action against T-Series. T-Series countered by stating that Animal was released over a month and a half ago, emphasizing their commitment to honoring the agreed-upon terms.

The matter has escalated to the point where the Delhi court has scheduled a hearing. This development raises uncertainty about the OTT release of the movie Animal. Viewers are hopeful for a swift resolution, allowing Animal to be released on the OTT platform soon.

January 20, 2024
Bollywood Buzz: ‘Animal’ Trailer Excites Fans and Breaks Records

Bollywood star Ranbir Kapoor’s latest movie, “Animal,” is creating waves at the box office. Even before its release, the film has already sold over 111,000 tickets across India, generating immense excitement among Bollywood fans. The trailer, showcasing extraordinary emotions of father-son dynamics, love, and intense behavior, has further fueled anticipation.

Set to release in multiple languages, including Hindi, on December 1st, the movie’s title, “Animal,” may not immediately convey its compelling storyline. The film, securing clearance from the Censor Board, has been assigned an A rating, making it suitable for adult audiences only. Advance ticket bookings have already commenced, with more than 90,000 Hindi tickets sold out of the initial 111,000.

While 2,000 tickets have been sold in the Telugu region, Tamil-speaking audiences are also showing interest. The movie’s success is anticipated to become a milestone in Ranbir Kapoor’s career. Notably, another film, “Sam Bahadur,” is slated for release on the same day.

Despite receiving acclaim for its trailer, “Sam Bahadur” has not performed as well in advance ticket sales, with 12,000 tickets sold so far. The movie focuses on the biography of India’s first Field Marshal. “Animal,” produced on a budget of Rs. 100 crores, features popular actress Rashmika Mandana opposite Ranbir Kapoor, along with stars like Anil Kapoor and Bobby Deol. Certainly, “Animal” is set to make a significant impact on Bollywood screens very soon.

November 30, 2023
5 Astonishing Animal Characteristics That Will Leave You Amazed”

The animal kingdom is incredibly diverse, and many animals possess fascinating traits that might surprise you. Let’s explore five unique characteristics of animals that will surely amaze you.

Penguins’ Remarkable Swimming Skills
Penguins, despite being classified as birds, have a distinct feature – they cannot fly in the sky by spreading their wings. Instead, penguins are exceptional swimmers, capable of diving up to 550 meters deep in the ocean. The deeper they dive, the more fish they can catch and consume. This feeding behavior allows penguins to accumulate fat, which helps keep their bodies warm in frigid environments.

Bears and Hibernation
Bears are known to hibernate for extended periods during the year. During this hibernation phase, they neither hunt nor consume food. To endure this period of fasting, bears eat copious amounts of food when it’s available. By accumulating sufficient fat reserves, they can survive without eating during hibernation. Bears expertly regulate their caloric intake to support this unique behavior.

Lions are renowned for their ability to hunt large prey, not solely due to their strength, but also because of their intelligence. Lions possess a well-developed frontal cortex in their brains, which aids in making tactical decisions during hunts. Interestingly, female lions tend to have larger frontal cortexes compared to their male counterparts, enhancing their hunting strategies.

Ants’ Extraordinary Strength
Ants exhibit incredible physical strength, as they can carry objects weighing up to 5000 times their own weight. They rely on vibrations to perceive sounds, effectively communicating within their colonies. Some ant species exhibit farming behaviors, showcasing their adaptability and resourcefulness. It’s astonishing to note that the total weight of all the ants in the world is approximately equivalent to the weight of all humans.

Red Foxes’ Magnetic Field Navigation
Red foxes possess a remarkable ability to use the Earth’s magnetic field for hunting. When searching for prey hidden in dense forests or under cover, they can rely on the Earth’s magnetic field to pinpoint the prey’s location. This unique navigation technique is a testament to the fox’s ingenuity in securing its meals.

In the animal kingdom, the diversity of traits and behaviors is truly astonishing. These five examples provide just a glimpse of the incredible adaptations that animals have developed to thrive in their respective environments.

October 15, 2023
From Animal Skins to Enduring Clothing: The Secrets Behind Eskimo Winter Survival

The life of the Eskimo people is indeed a fascinating and resilient one. Living in an environment characterized by hostility and extreme weather conditions, they have developed unique ways to navigate their surroundings and thrive.

Transportation plays a crucial role in their daily lives, and dog carts are an integral part of their mobility. These specially designed carts can swiftly glide over slippery ice, allowing them to traverse vast distances. Additionally, when necessary, they also utilize boats for transportation across water bodies.

One of the remarkable aspects of the Arctic region is the limited visibility of the sun. The phenomena of sunrise and sunset occur differently there, adding an air of mystery to their days and nights. To protect themselves from the harsh winters, the Eskimos craft warm clothing using animal skins. These garments, made from thick leather, provide exceptional insulation and shield them from the unforgiving elements.

What sets their clothing apart is its durability and longevity. These meticulously crafted garments can withstand the test of time, serving them for many years. Their diet primarily consists of animal meat, with seals, whales, deer, rabbits, bears, and ducks being among their favored sources of sustenance.

For hunting, the Eskimos rely on spears as their primary weapons. The consumption of raw food from their successful hunts enables them to sustain themselves effortlessly. While the Arctic experiences a brief summer, snow occasionally blankets certain areas. However, ecologists have recently discovered the existence of autumn and spring seasons in addition to the more pronounced winter and summer.

Beneath the icy surface of the sea lies a vibrant ecosystem teeming with various species of animals. The waters house an abundance of delicious fish and exotic, beautiful plants. During the summer, the Eskimos traverse these small currents of cold water, exploring different locations. The striking gray-white color of the ice and the purity of the seawater beneath it are truly captivating.

Nightfall sees the Eskimos settling in tents beneath the expansive open sky. The roofs of these tents are fashioned from leather, while the walls are constructed using animal bones, including those of whales. Inside these cozy shelters, warm oil lamps fueled by seal fat illuminate the surroundings, providing comfort and light during the night.

July 6, 2023
Which animal can your eyes see? Prove you are right or left brained

Many of us have an idea about image confusion. The mystery is hidden in the same picture. The same picture is seen by different people in different ways and explained in different ways. In this picture you may see donkeys or you may see fish. Besides, you can think of something else.

Social media these days is not just a place to share opinions and information, here users are practicing a lot of puzzles and sharing with friends. The funny thing about image confusion is that one by one people give different answers. Many give completely different answers.

This image was shared by JK Rowling himself. The figure may look like a mermaid to you and may be an donkey. In fact the correct answer would be donkey even though it looks like a fish.

May 30, 2023