Enrico Randellini – Medium

Enrico Randellini

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Smart Video Surveillance: Using YOLO11 and Hough Transform to Track Yellow Line Crossings at…

YOLO11 is used to detect the persons approaching to the tracks. Hough transform is used to detect the yellow line and determine the…

Nov 20, 2024

Smart Video Surveillance: Using YOLO11 and Hough Transform to Track Yellow Line Crossings at…

Nov 20, 2024

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Exploring the Microsoft Phi3 Vision Language model as OCR for document data extraction

Examples of zero-shot OCR applications of the latest version of Microsoft Phi3 vision language model. I show how to extract the data of…

Jun 11, 2024

Exploring the Microsoft Phi3 Vision Language model as OCR for document data extraction

Jun 11, 2024

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Anomalib: a library for image anomaly detection and localization

With Anomalib at hands, we can manage the images of a custom dataset, fine-tune state of the art pretrained models and test their ability…

May 5, 2024

Anomalib: a library for image anomaly detection and localization

May 5, 2024

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Image and text features extraction with BLIP and BLIP-2: how to build a multimodal search engine

Connect images and text with the power of ViT and LLM to perform the image-text retrieval task

Sep 26, 2023

Image and text features extraction with BLIP and BLIP-2: how to build a multimodal search engine

Sep 26, 2023

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Video Anomaly Detection with Pretrained Space-Time Models

Build, train and validate a video anomaly detector algorithm making use of pretrained space-time models like TimeSformer, R(2+1)D or…

Sep 8, 2023

Video Anomaly Detection with Pretrained Space-Time Models

Sep 8, 2023

Exploring the Microsoft Phi3 Vision Language model as OCR for document data extraction-part 2…

Applications of computer vision techniques as SIFT, blur removal, brightness and contrast adjustment, to clean personal document before…

Jun 26, 2024

Exploring the Microsoft Phi3 Vision Language model as OCR for document data extraction-part 2…

Jun 26, 2024

An anomaly detection approach to monitor the correct execution of an action

How to create an artificial intelligent system to real time evaluate if a person is well performing a given action. I resolve this task…

Feb 16, 2024

An anomaly detection approach to monitor the correct execution of an action

Feb 16, 2024

Image classification: ResNet vs EfficientNet vs EfficientNet_v2 vs Compact Convolutional…

Fine-tune and compare the latest deep neural network architectures to perform image classification tasks with PyTorch

Jan 5, 2023

Image classification: ResNet vs EfficientNet vs EfficientNet_v2 vs Compact Convolutional…

Jan 5, 2023

Hands on video classification with PyTorchVideo

Learn how to generate synthetic videos to augment the training dataset, and train a video classification model through PyTorchVideo on AWS…

Nov 17, 2022

Hands on video classification with PyTorchVideo

Nov 17, 2022

Enrico Randellini

Enrico Randellini

PhD in Physics - Senior Data Scientist & AI Researcher @ QuestIT https://www.linkedin.com/in/enrico-randellini/

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