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Collections including paper arxiv:2401.17270

Ultralytics YOLO

A collection of papers, models, and spaces built on top of the Ultralytics framework!

YOLOE: Real-Time Seeing Anything

Paper • 2503.07465 • Published Mar 10 • 14
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Paper • 2410.12628 • Published Oct 16, 2024 • 40

Papers - Image - Glip

Core techniques: 1) unified grounding loss 2) language-aware deep fusion 3) pre-training with both types of data.

Grounded Language-Image Pre-training

Paper • 2112.03857 • Published Dec 7, 2021 • 3
GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 4
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

Paper • 2401.14405 • Published Jan 25, 2024 • 13
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 30

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

Papers - Image - Object Detection - YOLO

GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 4
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
DETRs Beat YOLOs on Real-time Object Detection

Paper • 2304.08069 • Published Apr 17, 2023 • 13
RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer

Paper • 2407.17140 • Published Jul 24, 2024 • 2

Papers - Image - Dataset - LVIS

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11, 2024 • 33
COCONut: Modernizing COCO Segmentation

Paper • 2404.08639 • Published Apr 12, 2024 • 31
GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 4
Grounded Language-Image Pre-training

Paper • 2112.03857 • Published Dec 7, 2021 • 3

Object Detectors

Xenova/yolov9-c

Object Detection • Updated Jun 30 • 352 • 6
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 49
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 118

Ultralytics YOLO

A collection of papers, models, and spaces built on top of the Ultralytics framework!

YOLOE: Real-Time Seeing Anything

Paper • 2503.07465 • Published Mar 10 • 14
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Paper • 2410.12628 • Published Oct 16, 2024 • 40

Papers - Image - Object Detection - YOLO

GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 4
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
DETRs Beat YOLOs on Real-time Object Detection

Paper • 2304.08069 • Published Apr 17, 2023 • 13
RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer

Paper • 2407.17140 • Published Jul 24, 2024 • 2

Papers - Image - Glip

Core techniques: 1) unified grounding loss 2) language-aware deep fusion 3) pre-training with both types of data.

Grounded Language-Image Pre-training

Paper • 2112.03857 • Published Dec 7, 2021 • 3
GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 4
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

Papers - Image - Dataset - LVIS

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11, 2024 • 33
COCONut: Modernizing COCO Segmentation

Paper • 2404.08639 • Published Apr 12, 2024 • 31
GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 4
Grounded Language-Image Pre-training

Paper • 2112.03857 • Published Dec 7, 2021 • 3

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

Object Detectors

Xenova/yolov9-c

Object Detection • Updated Jun 30 • 352 • 6
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

Paper • 2401.14405 • Published Jan 25, 2024 • 13
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 30

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41

MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 49
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 41
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 118

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