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The assignment must only be done in Python programming language using version 3.
exercise 1 must be made into a docker container and uploaded to docker hub assignment must be submitted by each individual in zip format The zip file must contain for exercise 1
1. The source code for Exercise 1 in python (.py) file format (if modules / packages are used then zip all python files). in the source code please add a comment to the docker hub location of the container
2. The original Docker File to run
Problem 1 We have discussed the 2D planar perspective transformation, also known as 2D homography, which maps a point (x, y) to a new location (x′, y′) in the plane. This transformation can be represented using the following equation. When using homogeneous coordinate representation as shown here, recall that s is simply a scalar term that is to be eliminated when solving for (x′, y′). As discussed in the textbook near equations (2.20)-(2.21), there are only 8 degrees of freedom in this equation
What is Project Lombok? Project Lombok is a java library tool that is used to minimize/remove the boilerplate code and save the precious time of developers during development by just using some annotations. In addition to it, it also increases the readability of the source code and saves space. Boilerplate code: Boilerplate codes are sections of code that are repeated in multiple places with little to no variation. When using languages that are considered verbose, the programmer must write a lot
Computer science is details study of various aspect of computer from bit representation of alphanumeric characters, basic arithmetic operation using bits, converting letter or digits it binary form (0's and 1's ) to hight computations machines. As a discipline, computer science spans a range of topics from theoretical studies of algorithms and the limits of computation to the practical issues of implementing computing systems in hardware and software. Moreover, the study of computers and algori
Computer vision is a sub-field of Artificial Intelligence that helps machines to understand visual representation by analyzing digital images. This is achieved by training different deep learning algorithms on image datasets(or video) to recognize different patterns in the image pixels. There by giving them ability to see and accurately identify objects and classify them into a certain category. In simpler words computer vision includes a set of algorithms which help machines see the real worl
Fine-tuning in machine learning deep neural network Fine-Tuning we optimize both the weights of the new classification layers we have added, as well as some or all of the layers from the model. Here we will learn how to implement the " Hot Dog Recognition ". First import all the libraries related to
Image Augmentation using machine learning computer vision This is a deep learning neural network task that is used for image classification for computer vision. Image Augmentation is a technique in which we can maintain the quality of the image after some changes with the image, For example, we ca
Hire python engineer for long-term project experienced in Computer Vision Python engineers. Let's see a project example Project consists from 4 key parts:
1. Head pose estimation - upgrade existing solution to work under various lighting conditions, and angles. Tech stack: TensorFlow and OpenCV.
Hire us for Your Computer Vision projects We have an individual/team with experienced with similar tasks; Computer vision/Deep Learning / Machine Learning images collections at various locations and times The solution to recognize faces and people The solution to batch/tag the same person in differe
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