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athrunsunny's Projects

6drepnet icon 6drepnet

Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

alike icon alike

ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

ceasc icon ceasc

The official implementation of CEASC

centerface.pytorch icon centerface.pytorch

unofficial version of centerface, which achieves the best balance between speed and accuracy at face detection

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet-ori icon centernet-ori

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

conditionaldetr icon conditionaldetr

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

cswin-transformer icon cswin-transformer

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022

d2go icon d2go

D2Go is a toolkit for efficient deep learning

dab-detr icon dab-detr

[ICLR 2022] DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

damo-yolo icon damo-yolo

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

dbface icon dbface

DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy

dedode icon dedode

[3DV 2024 Oral] DeDoDe 🎶 Detect, Don't Describe --- Describe, Don't Detect, for Local Feature Matching

deep-reinforcement-learning-algorithms icon deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

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