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Top 16 Python image-captioning Projects
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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)
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a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
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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
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Caption-Anything
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything
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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.
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awesome-foundation-and-multimodal-models
👁️ + 💬 + 🎧 = 🤖 Curated list of top foundation and multimodal models! [Paper + Code + Examples + Tutorials]
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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CLIP-Caption-Reward
PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)
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UPop
[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
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fiftyone-image-captioning-plugin
Caption images across your datasets with state of the art models from Hugging Face and Replicate!
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!
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perturb-predict-paraphrase
Implementation of Perturb, Predict & Paraphrase: Semi-supervised Learning using Noisy Student for Image Captioning
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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 discussion
Python image-captioning related posts
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Need help for a colab notebook running Lavis blip2_instruct_vicuna13b?
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most sane web3 job listing
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I work at a non-tech company and have been asked to make software that is impossible. How do I explain it to my boss?
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Two-minute Daily AI Update (Date: 5/15/2023)
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InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
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[D] Tracking Dancing People
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Meet Prismer: An Open Source Vision-Language Model with An Ensemble of Experts
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A note from our sponsor - CodeRabbit
coderabbit.ai | 12 Dec 2024
Index
What are some of the best open-source image-captioning projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | InternGPT | 3,208 |
| 2 | a-PyTorch-Tutorial-to-Image-Captioning | 2,761 |
| 3 | OFA | 2,431 |
| 4 | Caption-Anything | 1,686 |
| 5 | prismer | 1,298 |
| 6 | taggui | 779 |
| 7 | awesome-foundation-and-multimodal-models | 583 |
| 8 | virtex | 556 |
| 9 | meshed-memory-transformer | 515 |
| 10 | catr | 255 |
| 11 | MAGIC | 255 |
| 12 | CLIP-Caption-Reward | 233 |
| 13 | UPop | 98 |
| 14 | image-captioning | 41 |
| 15 | fiftyone-image-captioning-plugin | 8 |
| 16 | perturb-predict-paraphrase | 6 |
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