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Vision

Computer vision models and pipelines — recognition, detection and image understanding beyond documents.

commonforms logo
2
jbarrow avatarjbarrow 1.3k · 2 months ago
commonforms

Turns any PDF into a fillable form: FFDNet models detect text, checkbox and signature fields; one CLI command writes the interactive PDF. Paper, dataset and weights all open.

ocrvision
pairs well with chandra, chunkr
deepface logo
1
serengil avatarserengil 23.3k · 4 days ago
deepface

Lightweight Python face recognition and facial-attribute analysis (age, gender, emotion) wrapping VGG-Face, FaceNet, ArcFace and friends — pip install, self-hosted, battle-tested at 23k stars.

vision
pairs well with ultralytics
geoai logo
1
opengeos avataropengeos 3.3k · 4 days ago
geoai

Python package bridging deep learning and geospatial data: train and apply classification, detection and segmentation models on satellite and aerial imagery. JOSS paper, conda-forge, QGIS plugin.

vision
pairs well with city2graph
PixelRAG logo
3
StarTrail-org avatarStarTrail-org 9.8k · 28 days ago
PixelRAG

Berkeley's visual RAG: render pages and PDFs to screenshot tiles and retrieve with a VLM embedder — tables, charts and layout survive. pixelshot CLI plus a hosted 8.28M-page Wikipedia index.

ragvision
alternative to MinerU, morphik-core
sam2 logo
2
facebookresearch avatarfacebookresearch 19.8k · 3 months ago
sam2

Meta's Segment Anything 2: promptable zero-shot segmentation for images and video with streaming memory — click and box prompts become tracked masks in real time.

vision
pairs well with ultralytics, supervision
sdnext logo
1
vladmandic avatarvladmandic 7.3k · yesterday
sdnext

All-in-one server and WebUI for generative image and video — Stable Diffusion and dozens of model families, with captioning, upscaling and processing pipelines. Cross-platform, API-first.

vision
alternative to h3.c
supervision logo
2
roboflow avatarroboflow 49.8k · 3 days ago
supervision

Roboflow's reusable computer-vision toolkit: one Detections API over any model (YOLO, SAM, transformers), 20+ annotators, zone counting, tracking and dataset tools. 48k stars, MIT.

vision
pairs well with ultralytics, sam2
ultralytics logo
3
ultralytics avatarultralytics 61k · yesterday
ultralytics

Ultralytics YOLO (v8→26): real-time object detection, segmentation, classification, pose and tracking behind one Python/CLI API — train, validate and export to ONNX/TensorRT/CoreML.

vision
pairs well with sam2, supervision
VideoAgent logo
2
HKUDS avatarHKUDS 1.8k · 1 months ago
VideoAgent

All-in-one agentic framework for video: understanding and summarization, clip editing, and generative remaking, driven end-to-end through natural-language conversation.

visionagents
alternative to ViMax, video-spec-builder
ViMax logo
4
HKUDS avatarHKUDS 12.1k · 1 months ago
ViMax

HKUDS multi-agent video studio: turns an idea, novel or screenplay into a finished film — scriptwriting, storyboards, consistent characters, then rendering via Seedance/Nano Banana/Omni APIs.

visionagents
pairs well with video-spec-builder, VideoAgent