Asynchronous Task Queueing in Python using Celery
PythonIntroduction Celery is a task queue/job queue based on asynchronous message passing. It can be used as a background task processor for Python applications in which you dump your tasks to execute in the background or at any given moment. It can be configured to execute your tasks synchronously or asynchronously.…
Stylish Logo Creation with Stable Diffusion on Vultr Cloud GPU
TrainingIntroduction The emergence of image-generative solutions has revolutionized the way of perceiving and interacting with visual content. It harnesses the power of artificial intelligence to create stunning, lifelike images that span a spectrum of artistic styles and creative visions. Stable Diffusion, as one of the main players in this field, offers…
How to Perform Facial Recognition in Python with a Vultr Cloud GPU
TrainingIntroduction Human face recognition is a computer vision technology that identifies/locates human faces in digital media such as photos or videos and matches each face against a database of faces to recognize individual faces. Facial recognition systems are typically employed for biometric verification purposes of authenticating users. Human face recognition…
Embed QR Code into AI Generated Images on Vultr Cloud GPU
TrainingIntroduction AI Content Generation (AICG) is at the forefront of a technological revolution, and has attracted attention in both industrial and academic implementations. AICG leverages the power of advanced AI algorithms such as machine learning and deep learning to create artistic and multimedia content. Stable Diffusion is one of the…
How to Build Recommendation System using BERT and NVIDIA NGC
TrainingIntroduction Bidirectional Encoder Representations from Transformers (BERT) is a pre-trained Natural Language Processing Model (NLP) used to understand and generate human language text. Its bidirectional approach allows it to capture the meaning of words more comprehensively. NVIDIA GPU Cloud (NGC) offers a variety of GPU-accelerated containers that take maximum advantage…
Object Detection with Tensorflow on a Vultr Cloud Server
InferenceIntroduction Object detection is a computer vision technology that identifies/locates instances of objects of a given class, such as humans, buildings, or vehicles, in digital images or videos. Object detection has uses in several computer vision tasks, including image annotation, face detection, object tracking, activity recognition, and vehicle counting. Tensorflow…