enrico310786

Data scientist and PhD in Physics

Italy

Pinned Repositories

action_recognizer
How to create an artificial intelligent system to real time evaluate if a person is well performing a given action. I resolve this task using an anomaly detection approach with a space-time model coupled to an autoencoder
Language:Python0 1 01
action_video_autoencoder
Base space-time model with on top a classic autoencoder to perform video anomaly detection
Language:Python0 1 01
brain_tumor_classification
Brain tumor images classification with ResNet, EfficientNet, EfficientNet_V2 and Compact Convolutional Transformers architectures with PyTorch
Language:Python9 1 00
Image_Anomaly_Detection
Train and test image anomaly detection models with Anomalib. Examples on a custom dataset
Language:Python8 1 00
image_text_retrieval_BLIP_BLIP2
Experiments with LAVIS library to perform image2text and text2image retrieval with BLIP and BLIP2 models
Language:Jupyter Notebook12 1 05
phi3_vision_language
experiments with microsoft phi3 vision language model. Image captioning, OCR, data extraction
Language:Jupyter Notebook6 1 03
video_classification
Train and test video classifier models with PyTorchVideo
Language:Python9 3 02

enrico310786/image_text_retrieval_BLIP_BLIP2
Experiments with LAVIS library to perform image2text and text2image retrieval with BLIP and BLIP2 models
Language:Jupyter Notebook12 1 05
enrico310786/brain_tumor_classification
Brain tumor images classification with ResNet, EfficientNet, EfficientNet_V2 and Compact Convolutional Transformers architectures with PyTorch
Language:Python9 1 00
enrico310786/video_classification
Train and test video classifier models with PyTorchVideo
Language:Python9 3 02
enrico310786/Image_Anomaly_Detection
Train and test image anomaly detection models with Anomalib. Examples on a custom dataset
Language:Python8 1 00
enrico310786/phi3_vision_language
experiments with microsoft phi3 vision language model. Image captioning, OCR, data extraction
Language:Jupyter Notebook6 1 03
enrico310786/action_recognizer
How to create an artificial intelligent system to real time evaluate if a person is well performing a given action. I resolve this task using an anomaly detection approach with a space-time model coupled to an autoencoder
Language:Python0 1 01
enrico310786/action_video_autoencoder
Base space-time model with on top a classic autoencoder to perform video anomaly detection
Language:Python0 1 01