Dog breed csv. Determine the breed of a dog in an image.

Dog breed csv ↳ 0 cells hidden Determine the breed of a dog in an image. csv file to be submitted to Kaggle in the same way described in :numref:sec_kaggle_house. Object detection for detecting cat and dog breed - krestovolt/cat-dog-breed-detection. 20k images is placed in traning and 5k in testing folder. , what breed of dog is present in each Set of scripts and data for reproducing dog breed classification model training, analysis, and inference. It then iterates through all images, resizing each one to 1 to 3 paragraphs describing the breed "Akitas are burly, heavy-boned spitz-type dogs of imposing stature" 2: temperament: breed temperament described in keywords "Confident, Famously Funny, Fearless" 3: popularity: popularity ranking (1-195) 13: 4: min_height: minimum height in cm: 60. And it is complex enough that it is not something that can be determined when you go to pick up a 10 The above code will generate a submission. Exercise frequency. zip - the test set, image file, predict the probability of each breed for each image; File 3 - labels. csv" table contains data on 87 dog breeds, including scores for intelligence, popularity ranking, size, congenital ailments, lifetime cost, and suitability for children. We are members of the Czechoslovakian Vlcak Club of America. 14. 12: 6: min Are you also anxious to know about the varieties of dog breeds? Then you are at the right place. This notebook builds an end-to-end multi-class image classifier using TensorFlow 2. Knowledge of how likely a typical dog is to carry an inherited disorder in its genome, and which disorders are the most common and relevant ones across dog breeds, is valuable for both veterinary care and breeding of healthy dogs. join(path, "train/*") labels_path = os. File 1 - train. Other than that, a mobile application development experiment is also included In a 1955 biological experiment in the CSSR, Karel Hartl crossed a German Shepherd Dog with a Carpathian Wolf. 3 pros and cons of owning a Czechoslovakian Wolfdog What kind of dog breed should you get? Use our Dog Breed Selector to determine which breed is the best fit for you and your lifestyle. 96: 5: max_height: maximum height in cm: 71. Problem. zip - the training set, image file, provided the breed for these dogs; File 2 - test. Easily search hundreds of Czechoslovakian Vlcak puppy listings, connect directly with our community of Czechoslovakian Vlcak breeders near you, and start your journey The Complete List of Dog Breeds: Find Your Dog Breed Match Stanford Dogs is a public fine-grained classification dataset for dog breeds [5]. Contribute to iamcbn/Dog-Breeds development by creating an account on GitHub. It all started with an experiment conducted by Ing. Therefore, we can use the approach discussed in Section 13. We have explored the largest global dog study sample collected to Mar 30, 2022 · In this project, we're using Machine Learning to identify different breeds of dogs from images. They are also considered to be strong and obedient with quick reactions. Udacity project: Dog breed classifier. - ADlead/Dogs-Cats This project aims to develop a machine learning model capable of identifying dog breeds from images. Closely resembling wolves, the Czechoslovakian Vlcak is known as an independent, versatile, and intelligent breed. As the name suggests, the Czechoslovakian wolfdog resembles a wolf in body shape, movement, coat texture, coat color, and facial markings. Instant dev environments Tsinghua Dogs is a fine-grained classification dataset for dogs, over 65% of whose images are collected from people's real life. e. com to assist in photographing pets up for adoption - imgpuller/dogs. csv at master · thequbit/imgpuller 13. The Club upholds FCI CSV Breed Standard in providing a valuable resource of correct results for interested parties. The program is useful for managing everything from simple equations to complex financial statements. Apr 6, 2022 · We will be classifying dog-breed, X-ray, leaves diseases are not simple, and require training. Learn more May 30, 2019 · The dataset comprises 120 dog breeds and the aim is to create a classifier able to determine the dog’s breed based on dog photos (example: this is my dog Scoobie who died in late 2019 - he lived a long live 17 years!). Origin – country or countries of the dog’s origin; Breed Group – groups by This project aims to identify which dog breed is the heaviest based on the dataset provided in the file dogs. path. Each image has a filename that is its unique id. Tsinghua Dogs is a fine-grained classification dataset for dogs, over 65% of whose images are collected from people's real life. - stormy-ua/dog-breeds-classification Feb 2, 2022 · Breed matcher Finding the right breed can be difficult. The goal of the competition is to create a classifier capable of determining a dog's breed from a photo. A streamlit app which allows for the exploration of characteristics of various dog breeds - nicolelily/dog-breeds-streamlit A lecture by Hartl, "Results of crossing wolves with dogs", brought major attention at the World Dog Show held in June 1965 in Brno and in Prague at the annual meeting of the Fédération Cynologique Internationale (FCI) and the International Cynologic Congress. This is an Educational Deep-Learning Project. This project provides insights into which dog breeds are the most and least popular by counting their occurrences in the dataset. I use data set from my local drive such as a hard disk. - tawsifrm/Dog-Breed-Identifier Sep 3, 2021 · This large dog breed originated in the Swiss Alps and were used for farm work. This type of problem is called multi-class image classification. Sep 16, 2018 · Now lets inspect the data. Oct 15, 2018 · Kaggle provides a training directory of images that are labeled by ‘id’ rather than ‘Golden-Retriever-1’, and a CSV file with the mapping of id → dog breed. Download this list of dog names in pdf format so you can share and print it. AKC actively advocates for responsible dog ownership and is a collection of Dataset from various sources. Therefore, we can use the approach discussed in :numref:sec_fine_tuning to select a model pretrained on the full ImageNet dataset and use it to extract image features to be fed into a custom small-scale output network. The Dog Breed Identifier is a Python program that utilizes a pre-trained ResNet50V2 model to classify images of dogs into their respective breeds. This unique pairing proved that the offspring of a wolf and a domestic dog could be reared as a domestic breed. Again, the dataset for this competition is a subset of the ImageNet dataset. Contribute to mostafax/Dog-Breed-Identification-Kaggle-Educational-Project development by creating an account on GitHub. The "dogs-ranking-dataset. Table that describes 27 dog breeds considering their size, weight, speed, intelligence, affectivity, aggressiveness and function. We select quality studs for each litter from around the world. Contribute to smedagli/dog_breed development by creating an account on GitHub. Per the breed standard they can be hesitant of new people but should not be fearful. Dog breeds from A to Z with pictures. . head() Start coding or generate with AI. Apr 5, 2019 · I did it for my self and it works for me. Fine-Tuning a Pretrained Model¶. Let’s together create a Deep Learning model for the dog’s breed identification just by looking at its image. I have found that python string function . Contribute to paiv/fci-breeds development by creating an account on GitHub. Image Prediction File: The tweet image predictions, i. - a-list-of/dog-breeds. RIP buddy So… how well can machine learning and specifically Tensorflow predict a dog’s breed based just on jpeg image? An Exploration of Breed-Based Characteristics Dogs Intelligence and Size | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. List of dog breeds recognized by the FCI. Microsoft Excel files are a popular way to store, manage, and manipulate data. split(‘delimiter’) is my best friend for parsing these CSV files, and I will show you how this works in the tutorial. csv') 2. It contains 20,580 images of 120 dog breeds, with 150–252 images for each breed. This dataset contains over 10,000 images of dogs, categorized by breed. csv") breed_traits <- read_csv("breed_traits. Normally picture size is from 800*900 to 1000*1000 px; Name – dog breed; Other Names – other known breed names of the breed. The dataset comprises 120 breeds of dogs. It was originally collected for fine-grain image categorization, a challenging problem as Dog Breed - A project with a dataset of over 150 dog breeds implemented with machine learning as well - dog-breed/Dog Breads Around The World. This subreddit is a great starting point for a lot of information, but you should always verify and expand upon what you've read from reputable sources before putting it to use in your daily life. I use google colab. Contribute to Harsh4601/Dog-Breed-Identification-Dataset development by creating an account on GitHub. Top. Dog breed, tags, type, color, registered or not, etc. There was a difference amongst dogs of different breeds for the likelihood of being exercised at least once per d (P < 0·001; Table 1). Kaggle dog breed classification dataset is used to train and test the model. This repo is intended to contain a set of scripts and data for reproducing dog breed classification model training, analysis, and inference. This dataset details 87 dog breeds, covering attributes like type, popularity, size, intelligence, genetic ailments, costs, and suitability for children, aiding prospective owners in making informed breed selection decisions. The final unique, normalized breed names are printed to the console. We will use stacked pre-trained model. Don’t let their tiny stature fool you, though – – many In order to tackle many machine learning problems, you need data, and lots of it. Learn more An accurate and efficient deep learning model for identifying the breed of dogs from images - its-Hitesh/Dog-Breed-Identifier In this project,I build a model to identify dog breeds in an image. 2 to select a model pretrained on the full ImageNet dataset and use it to extract image features to be fed into a custom small-scale output network. Committee . To do this, we'll use data from the Kaggle dog breed identification competition. Jul 31, 2023 · The output of the code is a 3x3 grid, displaying nine randomly selected images from our dataset with their respective breed labels. read_csv('twitter-archive-enhanced. 4. While beautiful and hardworking, this breed is not recommended for first-time dog owners as they can be challenging and typically have a high prey drive. Learn more Contribute to FidgetyNut/Dog-Breed-Classification development by creating an account on GitHub. There are limitations on how much data can be pulled by the Dog API; Loop algorithm was developed to cycle through and retrieve all the dog data The table contains data on 87 dog breeds, including scores for intelligence, popularity ranking, size, congenital ailments, lifetime cost, and suitability for children. The earliest human-dog relationship was when humans were hunters and they used dogs to help hunt animals. 7946 train, 700 test, 700 validation images 224X224X3 jpg format In order to tackle many machine learning problems, you need data, and lots of it. We will use the Kaggle's Dog Breed Dataset dataset for training. Dec 23, 2021 · breed_traits - trait information on each dog breed and scores for each trait (wide format) trait_description - long descriptions of each trait and values corresponding to Trait_Score breed_rank_all - popularity of dog breeds by AKC registration statistics from 2013-2020 Dec 11, 2024 · The dataset contains 10,000 images of 120 different dog breeds. fci-breeds. Find and fix vulnerabilities Codespaces. The dataset includes detailed information on 87 dog breeds, allowing us to explore these characteristics through A dataset of images for dog breeds recognized by the FCI (Fédération Cynologique Internationale) - Dog-Breeds-Dataset/FCI Breeds. csv file. From giant dog breeds that offer plenty more pup to love to adorable toy types, our extensive dog breed library covers various types and categories, so you’re bound to find a four-legged friend that you adore Frequently I need a simple list of things (entities). With a vast variety of dog breeds, each with unique characteristics, this model is designed to classify these breeds accurately, aiding applications in veterinary services, animal shelters, and pet identification. You can access the dataset here: Dog Breed Identification Founded in 1884, the not-for-profit AKC is the recognized and trusted expert in breed, health, and training information for all dogs. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to This resource contains the official list of breeds available when registering a dog using the National Dog Database. Good Dog is your partner in all parts of your puppy search. With 120 breeds of dogs and a limited number training images per class, you might find the problem more, err, ruff than you anticipated. The list of breeds is as follows: Contribute to Sakshi-2/dog-breed development by creating an account on GitHub. Essentially it just categorizes all the AKC dog breeds into 5 breed size categories (xs, s, m, l, xl). To speed things up, we will apply Transfer Learning by building new layers on top of the Xception model pre-trained on ImageNet Applied self-built neural networks (Multi-layer perceptron, AlexNet) and pre-trained deep-learning models (VGG-16, ResNet50, InceptionV3, InceptionResnetV2) to achieve a 90% accuracy rate. Find and fix vulnerabilities Feb 1, 2022 · breed_traits - trait information on each dog breed and scores for each trait (wide format) trait_description - long descriptions of each trait and values corresponding to Trait_Score; breed_rank_all - popularity of dog breeds by AKC registration statistics from 2013-2020; USA Today Article and Vox with more graphics. This Python script utilizes TensorFlow and Keras to create a simple dog breed classifier with a graphical user interface (GUI) provided by the Taipy library. There are 20,580 images, out of which 12,000 are used for training and 8580 for testing. Complete dog breeds A-Z list with info & facts. Identifying the breed of a dog given an image of a dog. Main Image – picture of the dog in full size. csv at main · CoderGustavo/dog-breed Apr 27, 2023 · The origin story of the Czech Wolfdog. Use our breed matcher to find breeds that are best for you and your lifestyle. Training Dataset. Find and fix vulnerabilities Feb 1, 2022 · Model Building. A statistical study of the relationship between the mass of dog breeds and their life expectancy - dog-breeds/Dogs_life_expectancy. Learn more. first, create a Jupyter notebook in google Colab and run the below code step by step: Pulls image and animal data from petango. The dataset consists of 10,000+ labeled images of 120 different dog breeds. Information about 277 dog breeds extracted from the American Kennel Club website using Beautiful Soup. csv at master · AtharvaTaras/Dog The Czechoslovakian Vlciak Club of America is the Official AKC National Breed Club for the USA and the primary guardian of the Czechoslovakian Vlciak breed. note: your dataset folder must be in the zip form. The model is fine-tuned and trained on a dataset of dog images labeled with their breeds, which are stored in the train folder and described in the 14. About the Dog’s Breed Identification Project. csv file and create a list of the breeds of dogs used in this dataset. csv: TFRecord generated using all files listed in this Nov 12, 2024 · The above diagram shows the workflow of training and inferencing the classifier. This visual inspection gives us a sense of what the images and Dog breed classification neural network. This dataset has been built using images and annotation from ImageNet for the task of fine-grained image categorization. csv at main · NARASIMHAPUTTA/Dog-Breed-Classification /r/dogs is a place for dog owners of all levels of knowledge, skill, and experience to discuss various topics related to responsible dog ownership. The images in this dataset are clear and obvious; for each dog, its whole body bounding box is annotated. Summary⚓︎. Feb 1, 2022 · breed_rank <- read_csv("breed_rank. Images in the ImageNet dataset are larger (with varying dimensions) than CIFAR-10 images. Other than that, a mobile application development experiment is also included Jun 1, 2023 · TOY GROUP. May 27, 2024 · To train this breed of dog, it is essential to be consistent and patient. Nov 24, 2023 · This variation of the wolfdog hybrid was bred purposely to include the ruthless strength and stamina of the Carpathian Wolf. Contribute to Monish226/Dog-Breed-Prediction development by creating an account on GitHub. Meet all purebred and cross breed dog breeds by alphabetical order. Some dogs do ok with dog parks and the likes, but that is not the norm for the breed as a whole. The CSV is bred for versatility and hardiness in harsh elements and is Write better code with AI Security Jan 18, 2020 · First we set the desired path for the training images and the labels csv file with contain the name of the breeds. csv at main · louiserandall/Pet-Breeds-Analysis Oct 25, 2017 · I am going to share the end-to-end process of building dog breed classifier using TensorFlow. OK, Got it. csv") trait_descr <- read_csv("trait_description. The Stanford Dogs Dataset contains images of 120 breeds of dogs from around the world. The Canine Inherited Disorders Database (CIDD) is a joint initiative of the Sir James Dunn Animal Welfare Centre at the Atlantic Veterinary College, University of Prince Edward Island, and the Canadian Veterinary Medical Association. Download list of dog names in Excel format. Nothing fancy. The CSVCA was founded in 2001 by a group of Czechoslovakian Vlciak enthusiasts in North America. Lets see the content of labels. Doesn't exist anywhere online and AKC's site makes it hard to extract the info so I figured I'd make it public. Find a breeder Find your nearest Dogs Australia registered purebred breeder. Learn more Determine the breed of a dog in an image. The diminutive size and winsome expressions of Toy dogs illustrate the main function of this Group: to embody sheer delight. It has a CLI interface (for now). The CSV was initially bred in Czechoslovakia in the 1950s. Dec 22, 2023 · The Czechoslovakian vlcak, also known as the Czechoslovakian wolfdog, is a large working dog breed originally bred for border patrol in Czechoslovakia in the 1950s. All committee roles are voluntary. - mateus-costar dog cat Our Sites Home All Dog Breeds Dog Wallpapers Dog Quizzes Top Stories Quick Links Smartest Dogs Ranked Cute Puppy Names Dog Breeds Quiz Ask a Vet Online Talk to Verified Veterinarian Now. - jdtadeusz/Dogs_data_analisys The Dog Breed Identifier is a Python program that utilizes a pre-trained ResNet50V2 model to classify images of dogs into their respective breeds. We will train a stacked model on our images which will generate a feature matrix which would then be used as input features by another Neural Network to classify the Dog Breeds. path = "Dog Breed Identification/" train_path = os. National Dog Database Breeds CSV. The dataset includes: Training images: Contains labeled images of dog breeds. We’re here to help you find Czechoslovakian Vlcak puppies for sale near you from responsible breeders you can trust. An accurate and efficient deep learning model for identifying the breed of dogs from images - its-Hitesh/Dog-Breed-Identifier You are provided with a training set and a test set of images of dogs. pd. Today dogs have many jobs in the modern world. csv") Here we read the labels. Contribute to prasertcbs/basic-dataset development by creating an account on GitHub. csv - csv file with two columns: id and breed, the breeds for the images in the train set For each breed you can find out more about their history and personality, and understand their health, exercise and nutritional needs. Dog Breeds Chatbot is a friendly program that interprets your personal preferences and recommends to you a dog breed that matches your personality. x and TensorFlow Hub. Each member is wholly dedicated to the impartial improvement & correct development of this fabulous dog in the UK, without compromise to the breed standard of the Czechoslovakian Vlciak. Write better code with AI Security. Sample_submission. There is a negative relationship between the dog average height and the dog average longevity. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. They tend to have their own “packs” and are not overly welcoming of outside dogs trying to enter their space. The correlation coefficent is -0. PDF. 59626629, which means with the increase in dog height, it is expected to have a shorter lifespan. Over 20,000 images of 120 dog breeds. Contribute to d2l-ai/d2l-zh development by creating an account on GitHub. Having a good training dataset is a huge step towards the robust model. Get 1-on-1 Help for Your Dog! We're a small kennel that breeds CSV puppies for show and sport. This section describes how to build dog breed classification dense neural network model on top of the pre-trained by Google deep neural network (namely I don't purport to know everything, every dog, and certainly I do know of a few that defy what is written below, but I do not think that one should consider a CsV unless one is willing to accept the likely possibilities of the breed temperament. Dog breed classification neural network. Test images: Unlabeled images used for testing the model. Multi-class because we're Determine the breed of a dog in an image. Learn more Dog's Breed Dataset with images for image classification and image detection Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. In this Python machine learning project, we will build a model for dog’s breed Dog breed classification neural network. csv at main · ilisno/dog-breeds This repository contains 100 images of dogs and cats for training and 25 images of same for testing. Other than that, a mobile application development experiment is also included 登录 Kaggle 后，你可以点击 :numref:fig_kaggle_dog 中显示的竞争网页上的 “数据” 选项卡，然后点击 “全部下载” 按钮下载数据集。 This script uses the csv-parser module to parse the CSV file, extracts and normalizes the Breed column, and then eliminates duplicates using a Set. The World Canine Organization is the largest internationally accepted registry of dog breeds, and they have more than 340 breeds. The CSV is known to be self-assured, lively, and active, with a high level of stamina and energy. Today, the relationship has evolved but dogs still act as our best friends. csv files tells us the content of the file which the competition expects during submission. Dogs breed tabular data. Browse breeds Each breed has its own unique temperament, appearance, activity level and set of needs. Human aggression should never be present in this Dog Breeds of the World It isn’t possible to put an exact number on the dog breeds of the world, because many varieties can be recognized by one breed registration group but not by another. Karel Hartl in Czechoslovakia around 1955. Other dog datasets have also been provided for classification tasks. Furthermore, Tsinghua Dogs Nov 19, 2021 · Data and Resources. The breeds which Polygon data for each suburb counting registered dogs and cats in Geelong. The repo contains everything needed to reproduce training and run inference using the trained model. Although all due care has been taken to ensure that these data are correct, no warranty is expressed or implied by the Contribute to juyoung25/dog-breed development by creating an account on GitHub. CSV file: Contains metadata about the images and their corresponding dog breed labels. With that in mind, we aren’t going to preprocess our data at all, so that once the model is built we have a direct connection to the actual ranking. I'm just finishing up a project this summer and put together this dog breed dataset. Jan 13, 2023 · The Stanford Dogs dataset contains images of 120 breeds of dogs from around the world. Size: width 220px, height is proportional. After unzipping the train and test zip files we will get to know it has the images of 120 breed of dogs. csv at master · rohwer/a-list-of Aug 25, 2023 · Thumbnail – picture of the dog’s head. Other than that, a mobile application development experiment is also included Dog Breed Identification - Playground Prediction Competition on Kaggle - mvedang/Dog-Breed-Identification 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。. We also helped establish the genetic purebred baseline for the CSV with Embark and are proud advocates for the breed! We look forward to connecting with you! Jun 21, 2020 · This was extracted programmatically by Udacity and provided as a csv file to use. Contribute to Sumit1502/Dog-Breed-Classification-using-Tensorflow development by creating an account on GitHub. They can be a service animal, a companion animal, a stunt animal, a detection dog, or even a police dog. Determine the breed of a dog in an image. [test/train]_labels. For this project, we are going to use the dataset from the Dog Breed Identification Challenge on Kaggle. We are dedicated to preserving the breed and promoting its responsible ownership. Hartl compiled a draft standard of a new dog breed. Dog Breed Classification based on the Images of Dogs - Dog-Breed-Classification/sample_submission. Just a list of states, countries, etc. csv") Some plots My first challenge today is to be able to put the Breed variable on the right side of the line plot which describes year (x-axis) and rank (y-axis). 🐕 Dataset with information about dog breeds 🐕 Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The spritely toy breed has long been popular in Hollywood and throughout history, with notable owners including Marie Antoinette and Queen Victoria. drafting, herding, and working dog sports. Excel, Analyse and present findings via Powerpoint Presentation - Pet-Breeds-Analysis/Dataset-dog_breed_characteristics. Therefore, we can use the approach discussed in Section 14. first, follow the method with me and you will access your dataset from the local drive. There is Stanford Dogs Dataset with ~20K images of dogs of Contribute to gihonglee/Dog_Breed_Recommendation development by creating an account on GitHub. 1). A total of 12 314 were pedigree dogs, comprising seventy-one separate breeds, and the remaining 4714 were mixed-breed dogs (which were not included in the data analysis). Download Excel XLS File. The Dog Breed Popularity Analysis project is designed to analyze and visualize the popularity of various dog breeds based on a dataset of dog characteristics. The result led to the breed now known as the Czechoslovakian Vlcak (pronounced “vul-chak”), abbreviated as CSV. File metadata and Oct 26, 2024 · The script loads a CSV file containing dog breed labels, performs exploratory data analysis on these labels, and displays a sample image. I have used this data to prepare this structured data. Jan 8, 2025 · Pomeranians derived from Spitz-type breeds in the land between Poland and Germany, but their ancestor’s working dog traits didn’t transfer to these undersized royal dogs. In the following year, Ing. Collected data for various dog breeds and their characteristics Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. A project built to train a model which can recognize pictures of dogs and cats, and make a classification. This dataset can be used to compare and analyze different dog breeds based on various factors to help individuals choose the best breed for their lifestyle and preferences. With a pack mentality and inclination towards feral aggression, the Czechoslovakian Vlcak is an intimidating hybrid dog breed. The goal is the most interpretable model possible. 1. # Add the prediction probabilities to each dog breed column preds_df[list(unique_breeds)] = test_predictions preds_df. join(path, "labels. Specifically, we need photos of a lot of dogs, and what kind of breeds there are. Apr 30, 2018 · Author summary Like any human, dogs may suffer from or pass on a variety of inherited disorders. Data from CSV was missing from API, run a try/except; Cleaned out duplicates using pandas; Grouped dogs by weight* API keys by every member of the group were generated to use in private. Each dog breed in the dataset contains at least 200 images and a maximum of 7,449 images, basically in proportion to their frequency of occurrence in China, so it significantly increases the diversity for each breed over existing dataset. Each dog breed in the dataset contains at least 200 images and a maximum of 7,449 images, basically in proportion to their frequency of occurrence in China, so it significantly increases the diversity for each breed over existing dataset (see Fig. This resource contains the official list of breeds available when registering a dog using the National Dog Database. csv. The Carpathian grey wolves were initially bred with a working line of German Shepherds to create a breed that has the trainability and temperament of GSDs and the stamina and physical build of a Carpathian Wolf. The classifier is based on a pre-trained model using TensorFlow Hub and ResNet V2. This report provides a comprehensive analysis of various dog breeds based on attributes such as popularity, cost, intelligence, longevity, genetic ailments, and suitability for children. uatqtf procmxl trlgyz pyxh gxuh lzfhz rzrvgat jzqwwat eexzleeu izhhpt