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Joe Fioresi's Projects

computervisionfinalproject icon computervisionfinalproject

Final Project for CAP5415 Fall 2022. We compare different model architecture performances on the UCF101 dataset.

hsi_bob icon hsi_bob

This is the official tech solution repository of the UCF team at the HSI Battle of the Brains 2023 competition.

languagebind icon languagebind

【ICLR 2024πŸ”₯】 Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

malariacellclassification icon malariacellclassification

CAP 5516 Spring 2022 Final Project -- classifying a highly imbalanced set of malaria cells into the proper malaria life-cycle type

mri_braintumor_segmentation icon mri_braintumor_segmentation

About CAP 5516 Assignment #2, semantic segmentation of MRI scans of brain tumors using "a subset of the data used in the 2016 and 2017 Brain Tumour Image Segmentation (BraTS) challenges"

video-chatgpt icon video-chatgpt

"Video-ChatGPT" is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.

video-llava icon video-llava

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

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