ntusteeian / VQA_CNN-LSTM
Pytorch implementation of VQA: Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf) using VQA v2.0 dataset for open-ended task
☆16Updated 4 years ago
Related projects: ⓘ
- Visual Question Answering in PyTorch with various Attention Models☆19Updated 4 years ago
- CNN+LSTM, Attention based, and MUTAN-based models for Visual Question Answering☆72Updated 4 years ago
- Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)☆93Updated last year
- Hyperparameter analysis for Image Captioning using LSTMs and Transformers☆27Updated 11 months ago
- Using LSTM or Transformer to solve Image Captioning in Pytorch☆73Updated 3 years ago
- Code of Dense Relational Captioning☆67Updated last year
- Exploring multimodal fusion-type transformer models for visual question answering (on DAQUAR dataset)☆33Updated 2 years ago
- A PyTorch implementation of the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention☆72Updated 4 years ago
- Pytorch implementation of image captioning using transformer-based model.☆57Updated last year
- Image Captioning through Image Transformer☆40Updated 3 years ago
- Implementation of the Object Relation Transformer for Image Captioning☆176Updated last year
- Compact Trilinear Interaction for Visual Question Answering (ICCV 2019)☆38Updated last year
- An updated PyTorch implementation of hengyuan-hu's version for 'Bottom-Up and Top-Down Attention for Image Captioning and Visual Question…☆36Updated 2 years ago
- Deep Reinforcement Learning based Image Captioning with Embedding Reward☆26Updated last month
- PyTorch Implementation of Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning☆82Updated 4 years ago
- BERT + Image Captioning☆130Updated 3 years ago
- Implementation for the paper "Hierarchical Conditional Relation Networks for Video Question Answering" (Le et al., CVPR 2020, Oral)☆130Updated last month
- A simplified pytorch version of densecap☆39Updated last year
- Strong baseline for visual question answering☆238Updated last year
- ☆74Updated this week
- Code and Resources for the Transformer Encoder Reasoning Network (TERN) - https://arxiv.org/abs/2004.09144☆57Updated 9 months ago
- A self-evident application of the VQA task is to design systems that aid blind people with sight reliant queries. The VizWiz VQA dataset …☆13Updated 9 months ago
- A length-controllable and non-autoregressive image captioning model.☆66Updated 3 years ago
- [EMNLP 2018] Training for Diversity in Image Paragraph Captioning☆91Updated 5 years ago
- PyTorch VQA implementation that achieved top performances in the (ECCV18) VizWiz Grand Challenge: Answering Visual Questions from Blind P…☆60Updated 5 years ago
- A PyTorch implementation of the paper Multimodal Transformer with Multiview Visual Representation for Image Captioning☆24Updated 4 years ago
- python codes for CIDEr - Consensus-based Image Caption Evaluation☆90Updated 7 years ago
- ☆23Updated 6 years ago
- Code for "Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations" (NeurIPS 2019)☆64Updated 3 years ago
- Bottom-up features extractor implemented in PyTorch.☆71Updated 4 years ago