Python image-captioning

Open-source Python projects categorized as image-captioning
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Topics: multimodal vqa vision-and-language Computer Vision clip
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Top 16 Python image-captioning Projects

  • InternGPT

    InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)

    • Project mention: How do I use the programs on Github? | /r/github | 2023-06-16

    You can also create an issue and ask the developers for help.

  • a-PyTorch-Tutorial-to-Image-Captioning

    Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • OFA

    Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

  • prismer

    The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".

  • Oscar

    Oscar and VinVL

  • virtex

    [CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

  • awesome-foundation-and-multimodal-models

    👁️ + 💬 + 🎧 = 🤖 Curated list of top foundation and multimodal models! [Paper + Code + Examples + Tutorials]

    • Project mention: Foundation Multimodal Models | news.ycombinator.com | 2024-03-01

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • meshed-memory-transformer

    Meshed-Memory Transformer for Image Captioning. CVPR 2020

  • taggui

    Tag manager and captioner for image datasets

    • Project mention: Show HN: I scraped 200M Shopify products to build a search engine | news.ycombinator.com | 2024-02-22

    I found some things on Github you could use, I'm not a dev myself and I'm not sure how scalable these are, but have a look, maybe there's something useful. https://github.com/jhc13/taggui

    The category filtering is what I wanted to get at, I think the search would improve a lot.

  • MAGIC

    Language Models Can See: Plugging Visual Controls in Text Generation (by yxuansu)

  • catr

    Image Captioning Using Transformer

  • CLIP-Caption-Reward

    PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)

  • UPop

    [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

    • Project mention: Show HN: Compress vision-language and unimodal AI models by structured pruning | news.ycombinator.com | 2023-07-31

  • image-captioning

    Image captioning using python and BLIP

  • fiftyone-image-captioning-plugin

    Caption images across your datasets with state of the art models from Hugging Face and Replicate!

    • Project mention: How to Cluster Images | dev.to | 2024-04-09

    Concept Modeling Techniques: the built-in concept modeling technique in this walkthrough uses GPT-4V and some light prompting to identify each cluster's core concept. This is but one way to approach an open-ended problem. Try using image captioning and topic modeling, or create your own technique!

  • perturb-predict-paraphrase

    Implementation of Perturb, Predict & Paraphrase: Semi-supervised Learning using Noisy Student for Image Captioning

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python image-captioning related posts

Index

What are some of the best open-source image-captioning projects in Python? This list will help you:

Project Stars
1 InternGPT 3,121
2 a-PyTorch-Tutorial-to-Image-Captioning 2,591
3 OFA 2,323
4 prismer 1,287
5 Oscar 1,025
6 virtex 556
7 awesome-foundation-and-multimodal-models 502
8 meshed-memory-transformer 497
9 taggui 298
10 MAGIC 245
11 catr 242
12 CLIP-Caption-Reward 220
13 UPop 83
14 image-captioning 29
15 fiftyone-image-captioning-plugin 5
16 perturb-predict-paraphrase 5

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