❓[HELP] 4D-Humans / HMR2.0 Human3.6M eval images missing — can’t find official dataset

I’m trying to reproduce HMR2.0 / 4D-Humans evaluation on Human3.6M, using the official config and h36m_val_p2.npz.

Training runs fine, and 3DPW evaluation works correctly —
but H36M eval completely fails (black crops, sky-high errors).

After digging through the data, it turns out the problem isn’t the code —
it’s that the h36m_val_p2.npz expects full-resolution images (~1000×1000)
with names like:

“`

S9_Directions_1.60457274_000001.jpg

“`

But there’s no public dataset that matches both naming and resolution:

So the official evaluation .npz points to a Human3.6M image set that doesn’t seem to exist publicly. The repo doesn’t provide a download script for it, and even the HuggingFace or MKS0601 versions don’t match.

My question

Has anyone successfully run HMR2.0 or 4D-Humans H36M evaluation recently?

• Where can we download the official full-resolution images that match h36m_val_p2.npz?
• Or can someone confirm the exact naming / folder structure used by the authors?

I’ve already registered on the official Human3.6M website and requested dataset access,
but it’s been weeks with no approval or response, and I’m stuck.

Would appreciate any help or confirmation from anyone who managed to get the proper eval set.

The original download link for the MIT Blackbird Dataset (http://blackbird-dataset.mit.edu/) seems to be dead, and no one’s seeding it on the academic torrents (https://academictorrents.com/details/eb542a231dbeb2125e4ec88ddd18841a867c2656) either.

Hi, I’m looking for a dataset that has one continuous response variable, at least six continuous covariates, and one categorical variable with three or more categories. I’ve been searching for a while but haven’t found anything yet. If you know a dataset that fits that, I’d really appreciate it.

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👋 Hey i have Just uploaded 2 new datasets for code and scientific reasoning models:

1. ArXiv Papers (4.6TB) A massive scientific corpus with papers and metadata across all domains.Perfect for training models on academic reasoning, literature review, and scientific knowledge mining. 🔗Link: https://huggingface.co/datasets/nick007x/arxiv-papers

2. GitHub Code 2025 a comprehensive code dataset for code generation and analysis tasks. mostly contains GitHub’s top 1 million repos above 2 stars 🔗Link: https://huggingface.co/datasets/nick007x/github-code-2025

I want to train a personal assistant for me to use at work. I want to fine tune it on work related conversations and was wondering if anyone has ideas on where I can find such.

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Thanks!

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Hello everyone,
I’m an engineering student currently taking a course called Applied Machine Learning. As part of the course, I need to develop a web application that demonstrates key machine learning concepts such as segregation and classification. I’m looking for datasets related to housing markets or middle-class neighborhoods. Additionally, I’d appreciate any review-based datasets, as I plan to incorporate NLP into my project.
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The official paper cites a GitHub repository for the dataset’s release (toggle1995/Car-1000), but unfortunately, the repository appears to contain only the README.md and no actual data files.

Has anyone successfully downloaded or archived the full Car-1000 image dataset (140,312 images across 1,000 models)? If so, I would be very grateful if you could share a link or guide me to an alternative download source.

Any help with this academic project is highly appreciated! Thank you.

I created a dataset for a research project to get data about the diplomatic visits by Chinese leaders form 1950 to 2025.

Hi guys,

Doing a bit of research here for school but i really need a dataset of images/videos of swifts in their nests/birdboxes getting fed or not fed, or just videos from birdbox cams of swifts in general. Not really that urgent but any help is appreciated.

Thanks

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Everything i’ve liked has been under a 100mb so far.

A little bird from mangoblogger.com told me that all the images from world’s leading website homepages can be found here – http://cdn.mangoblogger.com

Maybe good for training models or running experiments. Not sure how long this will be public but users of mangoblogger.com can always access this. The dataset drills down from the top level domains to individual websites.

Hi everyone, I’m conducting a research project on business behavior patterns and looking for recommendations on legally licensed, large-scale firmographic or B2B datasets.

Purpose: strictly for data analysis and AI behavioral modeling and not for marketing, lead generation, or outreach.

What I’m looking for:

• Basic business contact structure (first name, last name, job title, company name)
• Optional firmographics like industry, company size, or revenue range
• Ideally, a dataset with millions of records from a verified or commercial source

Requirements:

• Must be legally licensed or open for research use
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If anyone has experience with trusted data providers or knows of reputable sources that can deliver at this scale, I’d really appreciate your suggestions.

Mods: this post does not request PII, only guidance on compliant data sources. Happy to adjust wording if needed.

https://huggingface.co/datasets/ronantakizawa/japanese-text-difficulty

This dataset gathered texts from Aozora Bunko (A corpus of Japanese texts) and marked them with jReadability scores, plus detailed metrics on kanji density, vocabulary, grammar, and sentence structure.

This is an excellent dataset if you want to train your LLM to understand the complexities of the Japanese language 👍

Hi, datasets!

Want to know France’s GDP growth? You’re checking Eurostat, World Bank, OECD… then wrestling with CSVs, different formats, inconsistent naming. It’s 2025, and we’re still doing this manually.

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... "id": "14256", "entity": { "id": "france", "name": "France" }, "metric": { "id": "gdp_growth_rate", "name": "GDP change percent" }, ... "observations": [ { "timestamp": "1993-12-31T00:00:00+00:00", "value": "1670080000000.0000000000" }, { "timestamp": "1994-12-31T00:00:00+00:00", "value": "1709890000000.0000000000" }, { "timestamp": "1995-12-31T00:00:00+00:00", "value": "1749300000000.0000000000" }, ... 

We’ve indexed 50M observations across 1.2M series from ~10,000 sources, including the World Bank, Our World in Data, and more.

Right now we’re focused on economic/demographic data, but I’m curious:
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We have a free tier (250 queries/month) so you can try it today. Would love your feedback on what data sources to prioritize next!

Hey folks! 👋

I’m looking for good websites where I can find free, copyright-free (or Creative Commons) images that are already organized or easy to browse by category — for example: • Dog breeds 🐶 • Musical instruments 🎸 • Football teams ⚽️ • Landmarks, foods, etc.

Basically, something I could use for an educational or guessing-style game project. I’ve checked Unsplash and Pexels, but they’re quite general — not very structured by category.

Any recommendations for sites or archives that have structured collections or datasets of free images? They should be easy to scrap or download.

Bonus points if they allow attribution-free use or have clear licensing info.

I have found something but usually they ask to pay a subscription.

Thanks in advance! 🙌

Recently, I have been reading papers on social networks, in which some social network datasets were used for experiments（Email、NetScience、Facebook、Wiki-Vote、PGP、NetHEPT、CondMat、NetPHY）. I couldn’t find several of these network data on the Stanford nasp or the networkrepository website, such as NetHEPT, NetPHY, and CondMat. May I ask where I can find these social network data?

Hey Guys, I’m building a small dashboard that shows live flight information, and I really need terminal and gate data for each flight.

Does anyone know of an API that actually provides that kind of airport-level detail? I’m looking for an affordable but reliable option.

Hey folks 👋,
I’ve been working on a side project where I collect sales data for music gear and package it into clean CSV datasets. The idea is to help musicians, collectors, and resellers spot trends — like which guitars/pedals are moving fastest, average used vs new prices, etc.

I’m putting them up as monthly “data packs” — each one’s thousands of real-world listings, cleaned and formatted. They cover new/used guitars, pedals, and more.

If you’re curious, you can check them out here:
👉 Automaton Labs on Etsy

Would love feedback on what you’d find most useful (specific brands? types of gear? pricing breakdowns?).

(self promotion disclaimer, but I truly believe the dataset is cool!)

I just built an MCP server you can connect to Claude that turns it into a real-time market research assistant.

Instead of AI making things up, it uses actual behavioral data collected from our live panel. so you can ask questions like:

What are Gen Z watching on YouTube right now?

Which cosmetics brands are trending in the past week?

What do people who read The New York Times also buy online?

How to try it (takes <1 min): 1. Add the MCP to Claude — instructions here → https://docs.generationlab.org/getting-started/quickstart 2. Ask Claude any behavioral question.

Example output: https://claude.ai/public/artifacts/2c121317-0286-40cb-97be-e883ceda4b2e

It’s free! I’d love your feedback or cool examples of what you discover.

Hi everyone,

I wanted to ask here if anyone knows whether there is a dataset with vogue covers or other magazine covers. This is because I have a university exam about Artificial Intelligence for Multimedia and I have to create a model on Google Colab and train it on a dataset and I thought about making a Vogue Cover generator.

I already saw that the archive does not provide APIs or anything useful for AI training and development

Thank you so much in advance for your replies 😀