encoder-decoder topic
image_captioning
generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset
ai-visual-storytelling-seq2seq
Implementation of seq2seq model for Visual Storytelling Challenge (VIST) http://visionandlanguage.net/VIST/index.html
DeepTP
A deep generative model to predict aircraft actual trajectories using high dimensional weather data
convlstmgru
Pytorch implementations of ConvLSTM and ConvGRU modules with examples
SegNet_PyTorch
PyTorch implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
ChatBot
对话机器人,包含了看图说话,单轮对话和多轮对话,tensorflow 2.0 pytorch 1.3.1 GPT-2
ClipCap
Using pretrained encoder and language models to generate captions from multimedia inputs.
RetouchML
Enhances faces on images and automatically beautifies them using StyleGan2 and latent space exploration
Image-Captioning
Implemented 3 different architectures to tackle the Image Caption problem, i.e, Merged Encoder-Decoder - Bahdanau Attention - Transformers