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20 search results found

Lavis ⭐ 7,917

LAVIS - A One-stop Library for Language-Vision Intelligence

Blended Latent Diffusion ⭐ 458

Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

Scarches ⭐ 294

Reference mapping for single-cell genomics

Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.

Multimodal Speech Emotion ⭐ 122

TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18

Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)

Hateful_memes Hate_detectron ⭐ 41

Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge. https://arxiv.org/abs/2012.12975

Densecap Pytorch ⭐ 34

A simplified pytorch version of densecap

Concatbert ⭐ 17

Baseline model for multimodal classification based on images and text. Text representation obtained from pretrained BERT base model and image representation obtained from VGG16 pretrained model.

Official Code Release for Diagnosing and Rectifying Vision Models using Language

Vision_audio_and_multimodal_projects ⭐ 13

This repository includes all computer vision, audio, document AI, and multimodal projects.

Robust Deep Learning Pipeline ⭐ 12

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

Deep Multi Sensory Object Categorization ⭐ 11

Deep Multi-Sensory Object Category Recognition Using Interactive Behavioral Exploration

Crop Forecasting ⭐ 10

Predicting rice field yields through the integration of Microsoft Planetary satellite images, meteorological data, and field information in the 2023 EY Open Science Data Challenge - Crop Forecasting.

Fashion_image_caption ⭐ 9

Automate Fashion Image Captioning using BLIP-2. Automatic generating descriptions of clothes on shopping websites, which can help customers without fashion knowledge to better understand the features (attributes, style, functionality etc.) of the items and increase online sales by enticing more customers.

Log 2023 Gnns Recsys ⭐ 9

Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)

Vision Language Modelling Series ⭐ 7

Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Deepfake Detection Challenge Dfad2023 ⭐ 6

Implementation of solution for the Media Analytics Challenge.

Multi Modal Recommendation System ⭐ 5

Official code for the paper "Towards developing a Multi Modal Video Recommendation system"

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