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The Top 288 Image Captioning Open Source Projects on Github
Categories
>
Machine Learning
>
Image Captioning
A Pytorch Tutorial To Image Captioning
⭐
1,703
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Cameramanager
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1,179
Simple Swift class to provide all the configurations you need to create custom camera view in your app
Bottom Up Attention
⭐
979
Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome
Show Attend And Tell
⭐
885
TensorFlow Implementation of "Show, Attend and Tell"
Self Critical.pytorch
⭐
747
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.
Xmodaler
⭐
746
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).
Oscar
⭐
706
Oscar and VinVL
Virtex
⭐
464
[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations
Omninet
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426
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
Neuralmonkey
⭐
385
An open-source tool for sequence learning in NLP built on TensorFlow.
Scan
⭐
308
PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)
Im2latex
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289
Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow
Adaptiveattention
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288
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
Cs231
⭐
276
Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
Image Captioning
⭐
246
Image Captioning using InceptionV3 and beam search
Image To Image Search
⭐
242
A reverse image search engine powered by elastic search and tensorflow
Caption_generator
⭐
233
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Up Down Captioner
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218
Automatic image captioning model based on Caffe, using features from bottom-up attention.
Image Captioning
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188
Implementation of 'X-Linear Attention Networks for Image Captioning' [CVPR 2020]
Show Control And Tell
⭐
185
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019
Sca Cnn.cvpr17
⭐
178
Image Captions Generation with Spatial and Channel-wise Attention
Dataturks
⭐
165
ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
Aoanet
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149
Code for paper "Attention on Attention for Image Captioning". ICCV 2019
Show Adapt And Tell
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142
Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017
Image Caption Generator
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136
[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
Fairseq Image Captioning
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134
Transformer-based image captioning extension for pytorch/fairseq
Video2description
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128
Video to Text: Natural language description generator for some given video. [Video Captioning]
Sightseq
⭐
109
🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Image Captioning Dlct
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103
Official pytorch implementation of paper "Dual-Level Collaborative Transformer for Image Captioning" (AAAI 2021).
Image Captioning
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98
TensorFlow (TensorLayer) Implementation of Image Captioning
Meshed Memory Transformer
⭐
95
Meshed-Memory Transformer for Image Captioning. CVPR 2020
Gis
⭐
94
gis (go image server) go 实现的图片服务，实现基本的上传，下载，存储，按比例裁剪等功能
Arnet
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89
CVPR 2018 - Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present
Transformer_image_caption
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85
Image Captioning based on Bottom-Up and Top-Down Attention model
Adaptive
⭐
84
Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning
Spice
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78
Semantic Propositional Image Caption Evaluation
Image Text Papers
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71
Image Caption and Text to Image papers.
Class.vision
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71
Computer vision and Deep learning in SRU
Transform And Tell
⭐
70
Code for Transform and Tell paper in CVPR 2020.
Image Caption Generator
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70
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Image Captioning
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69
Medical Report Generation
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69
A pytorch implementation of On the Automatic Generation of Medical Imaging Reports.
Automatic Image Captioning
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66
Generating Captions for images using Deep Learning
Cvpr18 Caption Eval
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66
Learning to Evaluate Image Captioning. CVPR 2018
Cs224n_project
⭐
65
Neural Image Captioning in TensorFlow.
Show Attend And Tell
⭐
61
[Python 3] Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"
Catr
⭐
60
Image Captioning Using Transformer
Coco Cn
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56
Enriching MS-COCO with Chinese sentences and tags for cross-lingual multimedia tasks
Stylenet
⭐
53
A pytorch implemention of "StyleNet: Generating Attractive Visual Captions with Styles"
Localized Narratives
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49
Localized Narratives
Updown Baseline
⭐
48
Baseline model for nocaps benchmark, ICCV 2019 paper "nocaps: novel object captioning at scale".
Cam2caption
⭐
44
An Android application which converts camera feed to captions in real time
Show_and_tell
⭐
43
Show and Tell : A Neural Image Caption Generator
Computer Vision Nd
⭐
42
Projects and exercises for the Udacity Computer Vision Nanodegree
Mia
⭐
42
Code for "Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations" （NeurIPS 2019）
Denserelationalcaptioning
⭐
41
Code of Dense Relational Captioning
Image Captioning
⭐
41
Image Captioning with Keras
Cs231n_assignments
⭐
41
[Assignments] CS231N: Convolutional Neural Networks for Visual Recognition (2016 & 2017)
Im2p
⭐
41
Tensorflow implement of paper: A Hierarchical Approach for Generating Descriptive Image Paragraphs
Image_captioning
⭐
40
generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset
Coco Caption
⭐
39
Adds SPICE metric to coco-caption evaluation server codes
Image Captioning
⭐
37
Image Captioning: Implementing the Neural Image Caption Generator with python
Udacity Cvnd Projects
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34
My solutions to the projects assigned for the Udacity Computer Vision Nanodegree
Machine Learning
⭐
31
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
Punny_captions
⭐
31
An implementation of the NAACL 2018 paper "Punny Captions: Witty Wordplay in Image Descriptions".
Cavp
⭐
30
Code release for Context-Aware Visual Policy Network for Sequence-Level Image Captioning (MM 2018) and Context-Aware Visual Policy Network for Fine-Grained Image Captioning (TPAMI 2019)
Optimization_of_image_description_metrics_using_policy_gradient_methods
⭐
29
Tensorflow implement of paper: Optimization of image description metrics using policy gradient methods
Awesome Captioning
⭐
28
A curated list of Multimodal Captioning related research(including image captioning, video captioning, and text captioning)
Cs231n
⭐
28
CS231n Assignments Solutions - Spring 2020
Rstnet
⭐
27
RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR2021)
Aat
⭐
27
Code for paper "Adaptively Aligned Image Captioning via Adaptive Attention Time". NeurIPS 2019
Udacity
⭐
26
This repo includes all the projects I have finished in the Udacity Nanodegree programs
Im2latex
⭐
26
Pytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex
Show Attend And Tell Keras
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25
Keras implementation of the "Show, Attend and Tell" paper
Up Down Captioner
⭐
25
Caffe implementation of paper: "Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering"
Image Caption
⭐
24
Using LSTM or Transformer to solve Image Captioning in Pytorch
Im2txt
⭐
23
Image captioning ready-to-go inference: show and tell model compatible with Tensorflow r1.9
Pix2code Pytorch
⭐
21
PyTorch implementation of pix2code. 🔥
Soft Attention Image Captioning
⭐
20
tensorflow implementation of show, attend and tell (ICML'15)
Recurrent_fusion_network
⭐
19
Source code for "Recurrent Fusion Network for Image Captioning".
Gramtion
⭐
18
Twitter bot for generating photo descriptions (alt text)
Show Attend And Tell
⭐
18
A PyTorch implementation of the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Attn Gan
⭐
17
Pytorch implementation of paper: AttnGAN Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
Butd_model
⭐
17
A pytorch implementation of "Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering" for image captioning.
Image Captioning Gan
⭐
17
Captioning_chainer
⭐
16
A fast implementation of Neural Image Caption by Chainer
Image Captioning
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16
Image Captioning from scratch
Image Captioning With Beam Search
⭐
14
Generating image captions using Xception Network and Beam Search in Keras
Stt
⭐
14
A multi-task model which does image captioning, sentence paraphrasing and cross-modal retrieval.
Image Caption Tf
⭐
14
Image Caption
Sparse Image Captioning
⭐
14
Image captioning with weight pruning in PyTorch
Im2p
⭐
13
Tensorflow implementation of paper: A Hierarchical Approach for Generating Descriptive Image Paragraphs
Cs231n
⭐
13
My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
Image Captioning Tensorflowjs
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13
Interactive Keras Captioning
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12
Interactive multimedia captioning with Keras
Capeval
⭐
12
An image-oriented evaluation tool for image captioning systems (EMNLP-IJCNLP 2019)
Neural Image Captioning
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12
Implementation of Neural Image Captioning model using Keras with Theano backend
Image Captioning
⭐
12
Implemented 3 different architectures to tackle the Image Caption problem, i.e, Merged Encoder-Decoder - Bahdanau Attention - Transformers
Deep Learning Image Caption Generator
⭐
11
Deep CNN-LSTM for Generating Image Descriptions 😈
Self Critical
⭐
11
PyTorch implementation of paper: "Self-critical Sequence Training for Image Captioning"
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📦 111
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📦 79
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📦 30
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📦 48
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📦 81
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📦 60
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📦 60
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📦 74
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📦 39
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📦 167
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📦 197
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📦 77
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📦 266
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📦 132
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📦 60
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📦 198
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📦 304
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📦 120
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📦 229
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📦 96
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📦 42
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📦 375
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📦 26
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📦 70
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📦 68
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📦 127
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📦 131
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📦 38
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📦 25
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📦 194
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