Popular GitHub Repositories for Flickr

CaptionBot : Sequence to Sequence Modelling where Encoder is CNN(Resnet-50) and Decoder is LSTMCell with soft attention mechanism

An Image captioning web application combines the power of React.js for front-end, Flask and Node.js for back-end, utilizing the MERN stack. Users can upload images and instantly receive automatic captions. Authenticated users have access to extra features like translating captions and text-to-speech functionality.

Image captioning model with Resnet50 encoder and LSTM decoder

An attention based sequential deep learning model implemented in pytorch to generate single line caption given an input image

In this project, I define and train an image-to-caption model that can produce descriptions for real world images with Flickr-8k dataset.

Image Captioning With MobileNet-LLaMA 3

An Image Caption Generation based search

A UI for a flickr image search with the aim to create datasets for machine learning task.

The concept of the project is to generate Arabic captions from the Arabic Flickr8K dataset, the tools that were used are the pre-trained CNN (MobileNet-V2) and the LSTM model, in addition to a set of steps using the NLP. The aim of the project is to create a solid ground and very initial steps in order to help children with learning difficulties.

This repository contains code for fine-tuning Google's PaliGemma vision-language model on the Flickr8k dataset for image captioning tasks

Post photos from your Flickr album to Instagram one at a time, along with AI-generated captions.

A concise image-captioning pipeline that fine-tunes a ViT encoder with a BERT decoder on Flickr8K for training, plus a standalone script to load the trained model and generate captions on new images.

Transfer Learning models in PyTorch

This is a jittor implementation of OASIS model for semantic synthesis. All of the experiments were conducted in flickr dataset.

Exploration of different pre-trained models to make predictions on Flickr images.

Fine-tuning BLIP-2 for image captioning using the Flickr8k dataset with PEFT (LoRA) for efficient training. Inference-ready notebook included.