If you’re looking to dive into the world of machine learning projects but don’t know where to start, our data pro has curated 12 of the best ML projects.
Machine learning projects for beginners, final year students, and professionals. The list consists of guided projects, tutorials, and example source code.
Acquiring subcellular-level three-dimensional (3D) tissue structures efficiently without damaging the tissue remains challenging in histopathology. Here, the authors integrate holotomography with deep learning to generate 3D virtual H&E staining images from label-free thick cancer tissues, and apply this...
BiaPy: accessible deep learning on bioimages Daniel Franco-Barranco ,Jesús A. Andrés-San Román &Ignacio Arganda-Carreras Article|22 April 2025 Mapping effective connectivity by virtually perturbing a surrogate brain Neural Perturbational Inference is an approach for estimating effective connectivity, ...
Transfer learning: Take the knowledge of NN learned for task A and apply that knowledge to task B Examples 已经训练了一个cat recognition的NN,然后将该NN的knowledge or part of the knowledge 运用到 x-ray scans (x射线扫描图) 已经在训练集({images,objects})上训练了一个小猫识别的NN ...
We also provide a PDF file that has color images of the screenshots/diagrams used in this book. You can download it here: http://www.packtpub.com/sites/default/files/downloads/ScalaMachineLearningProjects_ColorImages.pdf. 目录 上一章 下一章...
An epoch in machine learning refers to one complete pass of the training dataset through a neural network, helping to improve its accuracy and performance.
Dataset Generation:AI algorithms operate on datasets. Correspondingly, to run, test scripts need input data. Machine Learning in automation testing produces data sets approximating personal profile images and information such as age and weight. The data depends on trained ML algorithms learned from curr...
This python library helps you with augmenting images for your machine learning projects. It converts a set of input images into a new, much larger set of slightly altered images. ImageHeatmapsSeg. MapsKeypointsBounding Boxes, Polygons
After your project administrator creates an Azure Machine Learning image data labeling project or an Azure Machine Learning text data labeling project, you can use the labeling tool to rapidly prepare data for a Machine Learning project. This article describes: How to access your labeling projects ...