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There are paper with code for CV / AIGC / LLM / VLM.

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Curated Resources
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22 hours ago
Last Refreshed
Vision TransformerBackboneObject DetectionObject SegmentationObject TrackingFew-Shot SegmentationFew-Shot Learning3D Object DetectionSurvey

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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me multiple object tracking resources from deeplearning-pwcn"

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What's inside

Few-Shot Segmentation

  • CANet

    CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning

  • co-FCN

    Conditional Networks for Few-Shot Semantic Segmentation

  • CRNet

    CRNet: Cross-Reference Networks for Few-Shot Segmentation

  • LTM

    A New Local Transformation Module for Few-Shot Segmentation

  • OSLSM

    One-Shot Learning for Semantic Segmentation

  • PGNet

    Pyramid Graph Networks with Connection Attentions for Region-Based One-Shot Semantic Segmentation

Object Tracking

  • DeepSORTMultiple Object Tracking

    Simple Online and Realtime Tracking with a Deep Association Metric

  • FairMOTMultiple Object Tracking

    A Simple Baseline for Multi-Object Tracking

  • FFTMultiple Object Tracking

    Multiple Object Tracking by Flowing and Fusing

  • GlobalTrackVisual Object Tracking

    GlobalTrack: A Simple and Strong Baseline for Long-term Tracking

  • JRMOTMultiple Object Tracking

    JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset

  • PAMCC-AOTVisual Object Tracking

    Pose-Assisted Multi-Camera Collaboration for Active Object Tracking

Object Detection

  • Faster R-CNN

    Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Survey

  • FSL-Survey-2019

    Generalizing from a Few Examples: A Survey on Few-Shot Learning

Backbone

  • GoogLeNet

    Going deeper with convolutions

  • NIN

    Network In Network

  • ResNet

    Deep Residual Learning for Image Recognition

Vision Transformer

Object Segmentation

3D Object Detection

  • PV-RCNN

    PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection

Showing a sample of 29 resources. View the full list on GitHub →