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Collections including paper arxiv:2310.18660

Granite Geospatial Models

A series of geospatial models trained by IBM licensed under Apache 2.0 license.

ibm-granite/granite-geospatial-biomass

Updated Aug 16, 2024 • 36 • 45
ibm-granite/granite-geospatial-wxc-downscaling

Updated 1 day ago • 65 • 34
ibm-granite/granite-geospatial-canopyheight

Updated Nov 7, 2024 • 8 • 18
ibm-granite/granite-geospatial-land-surface-temperature

Updated Apr 16 • 43 • 19

Prithvi for Earth Observation

A collection of the Prithvi-EO models.

ibm-nasa-geospatial/Prithvi-EO-2.0-300M

Updated Mar 24 • 10.4k • 23
ibm-nasa-geospatial/Prithvi-EO-2.0-300M-TL

Updated Mar 24 • 2.44k • 5
ibm-nasa-geospatial/Prithvi-EO-2.0-600M

Updated Mar 24 • 1.26k • 8
ibm-nasa-geospatial/Prithvi-EO-2.0-600M-TL

Updated Mar 24 • 1.2k • 9

Papers - Geospatial

Foundation Models for Generalist Geospatial Artificial Intelligence

Paper • 2310.18660 • Published Oct 28, 2023 • 11

Training & Architectures

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 77
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 9
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 160
Mistral 7B

Paper • 2310.06825 • Published Oct 10, 2023 • 51

GeoSpatial stuff

Foundation Models for Generalist Geospatial Artificial Intelligence

Paper • 2310.18660 • Published Oct 28, 2023 • 11
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization

Paper • 2309.16020 • Published Sep 27, 2023
GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis

Paper • 2312.02155 • Published Dec 4, 2023 • 15
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding

Paper • 2407.13519 • Published Jul 18, 2024

about 5 hours ago

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 35
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 28
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 127
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 23

Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 17
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 38
Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 31

Granite Geospatial Models

A series of geospatial models trained by IBM licensed under Apache 2.0 license.

ibm-granite/granite-geospatial-biomass

Updated Aug 16, 2024 • 36 • 45
ibm-granite/granite-geospatial-wxc-downscaling

Updated 1 day ago • 65 • 34
ibm-granite/granite-geospatial-canopyheight

Updated Nov 7, 2024 • 8 • 18
ibm-granite/granite-geospatial-land-surface-temperature

Updated Apr 16 • 43 • 19

GeoSpatial stuff

Foundation Models for Generalist Geospatial Artificial Intelligence

Paper • 2310.18660 • Published Oct 28, 2023 • 11
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization

Paper • 2309.16020 • Published Sep 27, 2023
GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis

Paper • 2312.02155 • Published Dec 4, 2023 • 15
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding

Paper • 2407.13519 • Published Jul 18, 2024

Prithvi for Earth Observation

A collection of the Prithvi-EO models.

ibm-nasa-geospatial/Prithvi-EO-2.0-300M

Updated Mar 24 • 10.4k • 23
ibm-nasa-geospatial/Prithvi-EO-2.0-300M-TL

Updated Mar 24 • 2.44k • 5
ibm-nasa-geospatial/Prithvi-EO-2.0-600M

Updated Mar 24 • 1.26k • 8
ibm-nasa-geospatial/Prithvi-EO-2.0-600M-TL

Updated Mar 24 • 1.2k • 9

about 5 hours ago

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 35
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 28
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 127
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 23

Papers - Geospatial

Foundation Models for Generalist Geospatial Artificial Intelligence

Paper • 2310.18660 • Published Oct 28, 2023 • 11

Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 17
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 38
Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 31

Training & Architectures

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 77
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 9
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 160
Mistral 7B

Paper • 2310.06825 • Published Oct 10, 2023 • 51

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