497 Open source projects that are alternatives of or similar to RSTNet

Using LSTM or Transformer to solve Image Captioning in Pytorch

Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Transformer-based image captioning extension for pytorch/fairseq

A curated list of resources for Low-level Vision Tasks

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

Meshed-Memory Transformer for Image Captioning. CVPR 2020

Image Captioning Using Transformer

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

PyTorch Implementation for "TransPose: Keypoint localization via Transformer", ICCV 2021.

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

A PyTorch implementation of the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

A collection of SOTA Image Classification Models in PyTorch

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

⚙️ Transformer function to transform GraphQL Directives. Create model CRUD directive for example

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

Text style transfer benchmark

A PyTorch Implementation of "Attention Is All You Need"

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Grapheme to phoneme conversion with deep learning.

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

An Open-Source Framework for Prompt-Learning.

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

German Traffic Sign Recognition Benchmark, Keras implementation with Spatial Transformer Networks

Implementation of autoregressive language model using improved Transformer and DeepSpeed pipeline parallelism.

Laravel Transformer

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

Transformer Chatbot in TensorFlow 2 with TPU support.

A curated list of Multimodal Captioning related research(including image captioning, video captioning, and text captioning)

Handwritten text recognition using transformers.

a collection of visualization function

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

Deep Learning Transformer models in MATLAB

Code for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.

Laravel 5 HAL+JSON API Transformer Package

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

"A survey of Transformer" paper study 👩🏻‍💻🧑🏻‍💻 KoreaUniv. DSBA Lab

The objective is to process by generating textual description from an image – based on the objects and actions in the image. Using generative models so that it creates novel sentences. Pipeline type models uses two separate learning process, one for language modelling and other for image recognition. It first identifies objects in image and prov…

NLP: Relation extraction with position-aware self-attention transformer

PyTorch implementation of pix2code. 🔥

[ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering

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Code for "Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations" （NeurIPS 2019）

Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2

Image Captioning with Keras

Corpus of Online Medical EnTities: the cometA corpus

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

Vision-Language Transformer and Query Generation for Referring Segmentation (ICCV 2021)

Representing Long-Range Context for Graph Neural Networks with Global Attention

Tensorflow implementation of "Deep Multimodal Subspace Clustering Networks"

A Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.

Twitter bot for generating photo descriptions (alt text)

You Only Look at One Sequence (NeurIPS 2021)

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.