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AsherChi's Projects

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, ... 🧠

classification-of-handwritten-digits icon classification-of-handwritten-digits

The MNIST dataset, contained in mnist-original.mat (matlab format), consists of 70,000 digitized handwritten digits and their labels. I classified them using 2 different classifiers, a stochastic gradient descent classifier called SGDClassifier and a logistic regression classifier called LogisticRegression.

colmap icon colmap

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

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

git_test_2 icon git_test_2

仓库测试 第二次 上一次删除了origin分支

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

line3dpp icon line3dpp

Line3D++ - Multi-View Stereo using Line Segments

models icon models

Models and examples built with TensorFlow

openmvg icon openmvg

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

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

stereo-match icon stereo-match

some traditional method to solve the stereo vision problem

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