Computer Vision ✕

Computer Vision

big names · picking up speed
02
datalab-to/surya
+31 ★/day↗accelerating

Surya exists because most OCR tools treat text, layout, and tables as separate problems; it handles all three with a single 650M-parameter vision-language model.

★ 21.5k Python Computer Vision · explained
03
sczhou/CodeFormer
+23 ★/day↗accelerating

A NeurIPS 2022 face restoration model that treats facial features as entries in a discrete codebook, making it harder to hallucinate implausible noses.

★ 18.2k Python Image · Video · Audio · explained
04
roboflow/supervision
+17 ★/day↗accelerating

It exists to handle the tedious wiring—annotations, dataset formats, tracking—that sits between a trained model and a useful application.

★ 51.4k Python Computer Vision · explained Feature
05
upscayl/upscayl
+45 ★/day↗accelerating

Upscayl gives desktop users a free way to enlarge and enhance low-resolution images using local Real-ESRGAN models and a Vulkan-compatible GPU.

★ 51k TypeScript Computer Vision · explained
07
opencv/opencv
+14 ★/day↗accelerating

OpenCV is an open-source C++ computer vision library whose own README acts as a portal rather than a product page.

★ 91.3k C++ Computer Vision · explained
08

MAA automates the daily chores of Arknights by treating the game screen as a computer vision problem, using OpenCV and OCR to handle farming, recruitment, and base shifts without human tapping.

★ 24k C++ Computer Vision · explained
09
google-research/google-research
+11 ★/day↗accelerating

Google Research releases all its code and datasets in one place, which has grown so large that the README treats a full clone as a hazard.

★ 39k Jupyter Notebook Other AI · explained
10
graphdeco-inria/gaussian-splatting
+13 ★/day↗accelerating

It renders high-quality novel views of real-world scenes at 30 fps by replacing costly neural radiance fields with optimized 3D Gaussians.

★ 24.3k Python Computer Vision · explained
11
screenpipe/screenpipe
+13 ★/day↗accelerating

screenpipe continuously records your screen and audio locally so AI can search, summarize, and act on everything you’ve done without sending data to the cloud.

★ 22.1k Rust Agents · explained
12
deepinsight/insightface
+8.9 ★/day↗accelerating

It bundles detection, recognition, alignment, and reconstruction into a single research-grade toolbox.

★ 30k Python Computer Vision · explained
15
pytorch/vision
+1.6 ★/day→steady

torchvision bundles the datasets, transforms, and model architectures that every computer vision project ends up rewriting from scratch.

★ 18k Python Computer Vision · explained
16
google-ai-edge/mediapipe
+12 ★/day→steady

It exists to let developers run customized vision, text, and audio machine learning across mobile, web, and edge hardware without cloud round-trips.

★ 37.4k C++ Computer Vision · explained
17
xinntao/Real-ESRGAN
+11 ★/day→steady

Real-ESRGAN turns the ESRGAN research model into a practical tool for upscaling and restoring real-world images and videos using only synthetic training data.

★ 37.2k Python Image · Video · Audio · explained
18
JaidedAI/EasyOCR
+2.4 ★/day→steady

It glues together CRAFT detection and CRNN recognition so you can pull text out of images without tuning neural networks yourself.

★ 30.1k Python Computer Vision · explained
19
lucidrains/vit-pytorch
+0.1 ★/day→steady

lucidrains collected two dozen ViT variants so you don't have to reimplement them from scratch.

★ 25.6k Python ML Frameworks · explained
20
blakeblackshear/frigate
+30 ★/day↘cooling

Frigate performs real-time, local object detection on IP camera streams using OpenCV and TensorFlow, designed to integrate tightly with Home Assistant.

★ 36.9k Python Computer Vision · explained
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