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QingyongHu/SoTA-Point-Cloud

A comprehensive survey of deep learning techniques for 3D point cloud analysis, covering classification, detection, segmentation, and tracking.

1.6K
Archived
Computer Vision
#3d-classification#3d-deep-learning#3d-detection

IDEA-Research/MaskDINO

Official implementation of a paper on a unified Transformer-based framework for object detection and segmentation.

1.5K
Archived
Python
Computer Vision
Python
#instance-segmentation#object-detection#panoptic-segmentation

keyu-tian/SparK

A PyTorch implementation of a BERT-style pretraining method for convolutional networks, enabling more efficient self-supervised learning.

1.4K
Archived
Python
Computer Vision
Fine-tuning
PyTorch
#bert#cnn#convnet

ShuLiu1993/PANet

PANet is a Python library for instance segmentation and object detection using deep learning.

1.3K
Archived
Python
Computer Vision
Python
#instance-segmentation#object-detection#deep-learning

WisconsinAIVision/yolact_edge

A fast, real-time instance segmentation library for edge devices, built with PyTorch.

1.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#edge-devices#instance-segmentation#real-time

d-li14/involution

A novel neural operator called Involution that can be used for image classification, object detection, and other computer vision tasks.

1.3K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#cvpr2021#image-classification#object-detection

MasterBin-IIAU/UNINEXT

Universal instance perception model for object detection, segmentation, and tracking in videos.

1.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#object-detection#object-tracking

xvjiarui/GCNet

GCNet is a deep learning library for computer vision tasks like instance segmentation and object detection.

1.2K
Archived
Python
Computer Vision
API Frameworks
Python
#computer-vision#deep-learning#instance-segmentation

ayoolaolafenwa/PixelLib

PixelLib is a Python library for image and video segmentation using deep learning models like Mask R-CNN, DeepLab, and PointRend.

1.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#image-segmentation#instance-segmentation#semantic-segmentation

qqlu/Entity

A toolbox for open-world and high-quality image segmentation, with pre-trained models and PyTorch-based implementation.

1.0K
Archived
Jupyter Notebook
Computer Vision
Inference
PyTorch
#computer-vision#image-segmentation#instance-segmentation
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