Eagle

Eagle is a family of vision-language models from NVIDIA designed for multimodal understanding, long-context reasoning, and embodied applications.

Eagle is a collection of frontier vision-language models developed by NVIDIA. It functions as a research and development platform supporting various enterprise intelligence and physical AI projects. The family includes models such as LocateAnything for grounding and detection, and Eagle 2.5 for long-context image and video understanding. These models support tasks ranging from dense object detection and OCR to complex video analysis and GUI grounding. It enables users to perform tasks like dividing videos into descriptive sections and analyzing visual inputs through automated captioning.

Eagle at a glance

Best for: Software engineer, Researcher
Runs on: open source
Pricing: Free
Released: June 2024
Category: AI image tool
Website: github.com/NVlabs/Eagle

Key features

Generalist grounding, detection, and pointing
Parallel Box Decoding for faster throughput
Long-context multimodal reasoning
Visual prompt fine-tuning via LoRA
Batch inference support
Mixture-of-encoders design

Use it for

Dense object detection
Document and GUI understanding
OCR tasks
Video analysis and segmentation

Alternatives to Eagle

Lance — It supports unified image and video understanding, generation, and editing at a 3B scale.
Viso — Builds complete vision apps from simple prompts without model training or data labeling.
Supervision — It offers a unified Detections object and extensive dataset converters.
SANA — Provides optimized pipelines for generating high-resolution images and videos.
Ultralytics YOLO — Delivers high-speed and high-accuracy results in real-time.
X-AnyLabeling — Integrates automatic model-assisted labeling with manual refinement tools.
SpawnDev.ILGPU.ML — Runs in-browser neural network inference using 6 backends without servers
Scenario — Train custom models on your own art bible for consistent on-brand assets.
stable-diffusion.cpp — Runs diffusion models efficiently in pure C and C++ with no external dependencies.
Curio — It provides specific design specs for AI to generate consistent visual results.

All Eagle alternatives