image-captioning

There are 40 repositories under image-captioning topic.

sgrvinod / a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
attention-mechanism computer-vision encoder-decoder image-captioning mscoco pytorch pytorch-tutorial show-attend-and-tell
Language:Python 2068
imaginary-cloud / CameraManager
Simple Swift class to provide all the configurations you need to create custom camera view in your app
swift ios camera video-recording image-captioning cocoapods swift-package-manager carthage custom-camera qrcode-reader
Language:Swift 1246
peteanderson80 / bottom-up-attention
Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome
vqa visual-question-answering captioning-images faster-rcnn caffe image-captioning mscoco mscoco-dataset
Language:Jupyter Notebook 1243
yunjey / show-attend-and-tell
TensorFlow Implementation of "Show, Attend and Tell"
tensorflow image-captioning show-attend-and-tell attention-mechanism mscoco-image-dataset
Language:Jupyter Notebook 901
Oscar
microsoft / Oscar
Oscar and VinVL
vision-and-language pre-training image-captioning vqa image-text-search oscar vinvl
Language:Python 872
ruotianluo / self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.
image-captioning
Language:Python 870
YehLi / xmodaler
X-modaler is a versatile and high-performance codebase for cross-modal analytics(e.g., image captioning, video captioning, vision-language pre-training, visual question answering, visual commonsense reasoning, and cross-modal retrieval).
cross-modal-retrieval image-captioning pretraining tden video-captioning vision-and-language visual-question-answering
Language:Python 846
salesforce / BLIP
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
vision-language vision-and-language-pre-training image-text-retrieval image-captioning visual-question-answering visual-reasoning vision-language-transformer
Language:Jupyter Notebook 711
OFA-Sys / OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
image-captioning multimodal pretraining referring-expression-comprehension text-to-image-synthesis vision-and-language-pre-training vision-language visual-question-answering
Language:Python 699
kdexd / virtex
[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations
image-captioning coco-dataset pretrained-models model-zoo cvpr2021
Language:Python 522
subho406 / OmniNet
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
machine-learning deep-learning neural-network artificial-intelligence transformer nlp image-captioning video-recognition multitask-learning multimodal-learning
Language:Python 486
kuanghuei / SCAN
PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)
visual-semantic cross-modal image-captioning neural-network deep-learning pytorch computer-vision
Language:Python 406
ufal / neuralmonkey
An open-source tool for sequence learning in NLP built on TensorFlow.
neural-machine-translation tensorflow nlp sequence-to-sequence python neural-networks nmt machine-translation mt deep-learning image-captioning encoder-decoder gpu
Language:Python 403
aimagelab / meshed-memory-transformer
Meshed-Memory Transformer for Image Captioning. CVPR 2020
caption-generation captioning-images cvpr2020 image-captioning pytorch transformer visual-semantic
Language:Python 398
MahanFathi / CS231
Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
convolutional-neural-networks tensorflow cs231n visual-recognition image-captioning deep-learning computer-vision stanford neural-networks solutions assignments dd
Language:Jupyter Notebook 347
jiasenlu / AdaptiveAttention
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
image-captioning torch attention-mechanism
Language:Jupyter Notebook 323
yashk2810 / Image-Captioning
Image Captioning using InceptionV3 and beam search
keras image-captioning tensorflow cnn beam-search lstm
Language:Jupyter Notebook 309
husthuaan / AoANet
Code for paper "Attention on Attention for Image Captioning". ICCV 2019
image-captioning attention-mechanism iccv2019
Language:Python 292
krasserm / fairseq-image-captioning
Transformer-based image captioning extension for pytorch/fairseq
fairseq image-captioning pytorch transformer
Language:Python 284
Image-to-Image-Search
sethuiyer / Image-to-Image-Search
A reverse image search engine powered by elastic search and tensorflow
deep-learning elasticsearch image-captioning search-engine
Language:Python 270
aimagelab / show-control-and-tell
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019
image-captioning captioning-images caption-generation visual-semantic pytorch cvpr2019
Language:Python 268
anuragmishracse / caption_generator
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
captioning-images keras tensorflow cnn rnn lstm bleu-score image image-captioning
Language:Python 252
DataTurks / DataTurks
ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
image-processing image-classification annotation-tool ner java image-captioning image-segmentation document-classification document-annotate
Language:JavaScript 231
JDAI-CV / image-captioning
Implementation of 'X-Linear Attention Networks for Image Captioning' [CVPR 2020]
image-captioning vision-and-language
Language:Python 225
peteanderson80 / Up-Down-Captioner
Automatic image captioning model based on Caffe, using features from bottom-up attention.
caffe captioning-images image-captioning lstm
Language:Jupyter Notebook 224
zjuchenlong / sca-cnn.cvpr17
Image Captions Generation with Spatial and Channel-wise Attention
image-captioning attention-mechanism coco theano resnet cvpr-2017
Language:Python 202
saahiluppal / catr
Image Captioning Using Transformer
image-captioning transformer
Language:Python 185
dabasajay / Image-Caption-Generator
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
image-captioning recurrent-neural-networks convolutional-neural-networks lstm deep-learning inceptionv3 inception-v3 cnn-keras image-caption bleu bleu-score flickr-dataset flickr-8k attention attention-mechanism beam-search attention-model vgg16 captioning-images caption-generation
Language:Python 179
scopeInfinity / Video2Description
Video to Text: Natural language description generator for some given video. [Video Captioning]
deep-neural-networks cnn-keras lstm-neural-networks image-captioning video-captioning video-processing audio-processing video-to-text
Language:Python 162
tsenghungchen / show-adapt-and-tell
Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017
image-captioning reinforcement-learning policy-gradient adversarial-networks tensorflow
Language:Python 148
milaan9 / Deep_Learning_Algorithms_from_Scratch
This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON
deep-learning neural-networks tutor-milaan9 logistic-regression linear-regression deep-learning-pytorch object-detection cnn-classification deep-learning-matlab deep-learning-python autoencoders adversarial-machine-learning rnn-pytorch image-captioning data-science image-processing
Language:Jupyter Notebook 145
yxuansu / MAGIC
Language Models Can See: Plugging Visual Controls in Text Generation
clip gpt-2 image-captioning multimodal plug-and-play-language-models story-generation text-generation unsupervised-learning zero-shot
Language:Python 145
luo3300612 / image-captioning-DLCT
Official pytorch implementation of paper "Dual-Level Collaborative Transformer for Image Captioning" (AAAI 2021).
image-captioning
Language:Jupyter Notebook 143
neural-nuts / image-caption-generator
[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
tensorflow neural-network captioning-images convolutional-neural-networks recurrent-neural-networks computer-vision artificial-intelligence lstm-neural-networks lstm image-captioning natural-language-generation
Language:Jupyter Notebook 143
ZexinYan / Medical-Report-Generation
A pytorch implementation of On the Automatic Generation of Medical Imaging Reports.
image-captioning pytorch medical-report
Language:Python 137
zhiqwang / sightseq
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
crnn ctc scene-texts pytorch ocr attention transformer image-captioning text-recognition mobilenet densenet object-detection faster-rcnn
Language:Python 120

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