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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, ... 🧠

ChatGPT

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

openMVG

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

nofwl

NoFWL Desktop Application

CUDA_Freshman

tvm_mlir_learn

compiler learning resources collect.

LTSF-Linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

trt-samples-for-hackathon-cn

Simple samples for TensorRT programming

3dv_tutorial

An Invitation to 3D Vision: A Tutorial for Everyone

ORB_SLAM3_detailed_comments

Detailed comments for ORB-SLAM3

TPVFormer

[CVPR 2023] An academic alternative to Tesla's occupancy network for autonomous driving.

TheiaSfM

An open source library for multiview geometry and structure from motion

Image-processing-algorithm

paper implement

DeepSORT

support deepsort and bytetrack MOT(Multi-object tracking) using yolov5 with C++

SurroundOcc

[ICCV 2023] SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving

Image-Registration

Image registration algorithm. Includes SIFT, SAR-SIFT,PSO-SIFT.

SfM-Toy-Library

A toy library for Structure from Motion using OpenCV

FcaNet

FcaNet: Frequency Channel Attention Networks

Depth-from-Motion

[ECCV 2022 oral] Monocular 3D Object Detection with Depth from Motion

structure-from-motion

Structure-from-Motion from scratch, using Numpy and OpenCV.

SpectFormers

Koopa

Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

FITS

FITS: Frequency Interpolation Time Series Analysis Baseline

Structure-From-Motion-SFM-

Structure from Motion (Sfm) in Python using OpenCV

structure-from-motion

Structure from Motion Pipeline

Mulitple-View-Geometry-in-Python

jupyter tutorial for MVG.

FairMOT_TensorRT_C