机器学习 · GitHub

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

CNN-RNN中文文本分类，基于TensorFlow

使用 Jupyter Notebook 和 NumPy 实现机器学习算法，并从第一性原理推导这些算法。

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

A machine learning accelerator core designed for energy-efficient AI at the edge.

• RV32IMF_Zve32x RISC-V instruction set (specifically rv32imf_zve32x_zicsr_zifencei_zbb)
• 32-bit address space for applications and operating system kernels

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

• 15000 annotated videos and 4M annotated images
• All samples include high-res images, object pose, camera pose, point-cloud, and surface planes.

Monitoring platform for ML teams building real‑world AI at scale.

用于绘制神经网络图的 LaTeX 代码

Web Augmented Reality. Image Tracking, Face Tracking. Tensorflow.js

:sunrise: 一个全面、前沿的开源框架，面向新一代 Transformer，提供计算资源匹配的基准测试，以及用于自主架构研究的平台。

A PyTorch library and evaluation platform for end-to-end compression research

AlphaZero-style self-play Clash Royale. It beats a human-data imitation model

精选的优秀自监督方法列表

Any3R: Feedforward 3D Reconstruction from Any Camera Type — pinhole, fisheye beyond 180°, 360° panoramas, or any mix, in one forward pass

• One model for every central camera. Thirteen camera models are built in (pinhole, Brown–Conrady, Kannala–Brandt, equidistant, equisolid, stereographic, FOV, MEI, double sphere, EUCM, cylindrical, equirectangular and equirectangular windows), and any other central camera works through its ray field.
• Mixed cameras in one scene. Views from different cameras, with different sizes and fields of view, are reconstructed together into one consistent point cloud.