Omkar2118/datasets huggingface dataset:
SoyCultivarVein

The SoyCultivarVein dataset is a publicly available dataset, which comprises 100 categories (cultivars) with 6 samples (leaf images) in each cultivar and thus has a total number of 100×6 = 600 images (Yu et al. 2019). The leaves in the SoyCultivarVein dataset are highly similar due to the fact that they all belong to the same species, making it a new and challenging dataset for the artificial intelligence and pattern analysis research community.

Source: [Patchy Image Structure Classification Using Multi-Orientation Region Transform](https://arxiv.org/pdf/1912.00622v1.pdf)
SP-10K

A large-scale evaluation set that provides human ratings for the plausibility of 10,000 SP pairs over five SP relations, covering 2,500 most frequent verbs, nouns, and adjectives in American English.

Source: [SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition](/paper/190602123)

Introducing paper: SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
SpaceNet MVOI
Full name: SpaceNet Multi-View Overhead Imagery Dataset

An open source Multi-View Overhead Imagery dataset with 27 unique looks from a broad range of viewing angles (-32.5 degrees to 54.0 degrees). Each of these images cover the same 665 square km geographic extent and are annotated with 126,747 building footprint labels, enabling direct assessment of the impact of viewpoint perturbation on model performance.

Source: [SpaceNet MVOI: a Multi-View Overhead Imagery Dataset](/paper/spacenet-mvoi-a-multi-view-overhead-imagery)

Introducing paper: SpaceNet MVOI: a Multi-View Overhead Imagery Dataset
Spaceship Dataset

The Spaceship dataset is a dataset for evaluating agents’ ability to learn to solve a class of physics-based tasks. The tasks consist on a spaceship that has to reach a the mothership in 11 steps, in an environment where static planets exert gravitational forces on the spaceship, which induce complex non-linear dynamics on the motion over the 11 steps.

Source: [https://arxiv.org/pdf/1705.02670.pdf](https://arxiv.org/pdf/1705.02670.pdf)

Introducing paper: Metacontrol for Adaptive Imagination-Based Optimization
SPair-71k

SPair-71k contains 70,958 image pairs with diverse variations in viewpoint and scale. Compared to previous datasets, it is significantly larger in number and contains more accurate and richer annotations. 

Source: [SPair-71k: A Large-scale Benchmark for Semantic Correspondence](/paper/spair-71k-a-large-scale-benchmark-for)
Image Source: [http://cvlab.postech.ac.kr/research/SPair-71k/](http://cvlab.postech.ac.kr/research/SPair-71k/)

Introducing paper: SPair-71k: A Large-scale Benchmark for Semantic Correspondence
SPARE3D

Contains three types of 2D-3D reasoning tasks on view consistency, camera pose, and shape generation, with increasing difficulty. 

Source: [SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings](/paper/spare3d-a-dataset-for-spatial-reasoning-on)

Introducing paper: SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings
SpatialSense Benchmark

SpatialSense Benchmark is a dataset specializing in spatial relation recognition which captures a broad spectrum of such challenges, allowing for proper benchmarking of computer vision techniques. 

Source: [SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition](/paper/spatialsense-an-adversarially-crowdsourced)

Introducing paper: SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition
SpeakingFaces

SpeakingFaces is a publicly-available large-scale dataset developed to support multimodal machine learning research in contexts that utilize a combination of thermal, visual, and audio data streams; examples include human-computer interaction (HCI), biometric authentication, recognition systems, domain transfer, and speech recognition. SpeakingFaces is comprised of well-aligned high-resolution thermal and visual spectra image streams of fully-framed faces synchronized with audio recordings of each subject speaking approximately 100 imperative phrases.

Source: [SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams](/paper/speakingfaces-a-large-scale-multimodal)

Introducing paper: SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams
SpectroVision

**SpectroVision** is a dataset of 14,400 high resolution texture images and spectral measurements collected from a PR2 mobile manipulator that interacted with 144 household objects from eight material categories.

Source: [https://github.com/Healthcare-Robotics/spectrovision](https://github.com/Healthcare-Robotics/spectrovision)
Image Source: [https://github.com/Healthcare-Robotics/spectrovision](https://github.com/Healthcare-Robotics/spectrovision)

Introducing paper: Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture Imaging