Omkar2118/datasets huggingface dataset:
NetHack Learning Environment
Full name: NetHack Learning Environment

The **NetHack Learning Environment** (NLE) is a Reinforcement Learning environment based on NetHack 3.6.6. It is designed to provide a standard reinforcement learning interface to the game, and comes with tasks that function as a first step to evaluate agents on this new environment.
NetHack is one of the oldest and arguably most impactful videogames in history, as well as being one of the hardest roguelikes currently being played by humans. It is procedurally generated, rich in entities and dynamics, and overall an extremely challenging environment for current state-of-the-art RL agents, while being much cheaper to run compared to other challenging testbeds. Through NLE, the authors wish to establish NetHack as one of the next challenges for research in decision making and machine learning.

Source: [https://github.com/facebookresearch/nle](https://github.com/facebookresearch/nle)
Image Source: [https://github.com/facebookresearch/nle](https://github.com/facebookresearch/nle)

Introducing paper: The NetHack Learning Environment
CVC-ClinicDB

**CVC-ClinicDB** is an open-access dataset of 612 images with a resolution of 384×288 from 31 colonoscopy sequences.It is used for medical image segmentation, in particular polyp detection in colonoscopy videos.

Source: [ResUNet++: An Advanced Architecture for Medical Image Segmentation](https://arxiv.org/abs/1911.07067)
Image Source: [https://polyp.grand-challenge.org/CVCClinicDB/](https://polyp.grand-challenge.org/CVCClinicDB/)
ImageNet-100 (TEMI Split)
Full name: ImageNet-100 (TEMI Split)

This split was introduced in TEMI (BMVC 2023)

Adaloglou, Nikolas, Felix Michels, Hamza Kalisch, and Markus Kollmann. "Exploring the Limits of Deep Image Clustering using Pretrained Models." In BMVC. 2023.
FixaTons

FixaTons is a large collection of datasets human scanpaths (temporally ordered sequences of fixations) and saliency maps. 

Source: [FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity](/paper/fixatons-a-collection-of-human-fixations)

Introducing paper: FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity
ImageNet-R
Full name: ImageNet-Rendition

ImageNet-R(endition) contains art, cartoons, deviantart, graffiti, embroidery, graphics, origami, paintings, patterns, plastic objects, plush objects, sculptures, sketches, tattoos, toys, and video game renditions of ImageNet classes.

ImageNet-R has renditions of 200 ImageNet classes resulting in 30,000 images.

Source: [The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization](/paper/the-many-faces-of-robustness-a-critical)

Introducing paper: The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization
Im2GPS

Dataset of over 6 million GPS-tagged images from Flickr. Training dataset is private. Test dataset is composed by 237 images.