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qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

11.4K
Stable
Python
Computer Vision
PyTorch
#image-segmentation#semantic-segmentation#pretrained-weights

nerfstudio-project/nerfstudio

A collaboration-friendly studio for building NeRF-based 3D reconstructions using PyTorch and other ML tools.

11.3K
Experimental
Python
Computer Vision
PyTorch
#3d-reconstruction#nerf#deep-learning

kornia/kornia

Kornia is a Python library for geometric computer vision and spatial AI tasks.

11.1K
Active
Python
Computer Vision
PyTorch
#computer-vision#spatial-ai#deep-learning

colmap/colmap

COLMAP is an open-source Structure-from-Motion and Multi-View Stereo library for computer vision and 3D reconstruction.

11.0K
Active
C++
Geometry
#computer-vision#3d-reconstruction#multi-view-stereo

PointCloudLibrary/pcl

Point Cloud Library (PCL) is a powerful open-source library for 3D computer vision and point cloud processing.

10.9K
Active
C++
Computer Vision
#computer-vision#point-cloud#pointcloud

phillipi/pix2pix

An image-to-image translation library using conditional adversarial networks for tasks like image generation and manipulation.

10.6K
Archived
Lua
Computer Vision
Lua
#computer-vision#image-generation#image-manipulation

esimov/caire

Content-aware image resize library for Go that uses seam carving and edge detection algorithms.

10.5K
Experimental
Go
Computer Vision
#computer-vision#image-processing#seam-carving

voxel51/fiftyone

Refine high-quality datasets and visual AI models with this Python library for active learning and data curation.

10.4K
Active
Python
Computer Vision
Python
#active-learning#data-curation#data-quality

openframeworks/openFrameworks

openFrameworks is a cross-platform toolkit for creative coding in C++, used by developers building multimedia and interactive applications.

10.3K
Active
C++
Frontend Frameworks
#creative-coding#multimedia#interactive

rerun-io/rerun

An open source SDK for logging, storing, querying, and visualizing multimodal and multi-rate data.

10.3K
Active
Rust
Computer Vision
Rust
#multimodal#visualization#robotics

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

microsoft/computervision-recipes

A comprehensive repository for computer vision best practices, code samples, and documentation.

9.8K
Archived
Jupyter Notebook
Computer Vision
Jupyter Notebook
#computer-vision#azure#deep-learning

openvinotoolkit/openvino

OpenVINO is an open-source toolkit for optimizing and deploying AI inference on a variety of hardware.

9.8K
Active
C++
Inference
#ai#computer-vision#deep-learning

advimman/lama

LaMa is a PyTorch-based library for high-resolution image inpainting using Fourier convolutions.

9.7K
Experimental
Jupyter Notebook
Computer Vision
PyTorch
#image-inpainting#fourier-convolutions#deep-neural-networks

xuebinqin/U-2-Net

U^2-Net is a deep learning-based salient object detection library for Python that can be used for image processing and background removal.

9.7K
Archived
Python
Computer Vision
Python
#computer-vision#deep-learning#image-processing

PeterL1n/RobustVideoMatting

A robust and highly performant video matting library for PyTorch, TensorFlow, TensorFlow.js, ONNX, and CoreML.

9.3K
Archived
Python
Computer Vision
PyTorch
#computer-vision#deep-learning#machine-learning

roboflow/notebooks

A collection of tutorials and notebooks on state-of-the-art computer vision models and techniques for developers.

9.2K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#computer-vision#deep-learning#machine-learning

activeloopai/deeplake

Versatile database for AI, supporting storage, querying, versioning, and visualization of any AI data.

9.0K
Active
C++
LLM Frameworks
Vector Databases
PyTorch
#ai#data-storage#vector-database

dusty-nv/jetson-inference

A guide to deploying deep-learning inference networks and computer vision primitives with NVIDIA Jetson hardware and TensorRT.

8.7K
Stable
C++
Computer Vision
Inference
#computer-vision#deep-learning#nvidia

amusi/Deep-Learning-Interview-Book

A comprehensive collection of study materials for deep learning interviews, covering various topics like machine learning, computer vision, and NLP.

8.7K
Archived
Books & Guides
Computer Vision
#deep-learning#interview-preparation#machine-learning
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