머신러닝 · GitHub

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.

BudouX is the successor to Budou, the machine learning powered line break organizer tool.

Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020)

An awesome list of summer schools on Artificial Intelligence, Machine Learning, and Healthcare

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Multi-class text classifier that routes consumer complaints to the right product category using TF-IDF, LinearSVC and a CLI router.

[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

• Handle very long videos with limited GPU memory usage.
• Quite fast. Expect ~20 FPS even with long videos (hardware dependent).

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning

대규모 AI 모델을 더 저렴하고, 더 빠르고, 더 쉽게 이용할 수 있게 만듭니다

• Data Parallelism
• Pipeline Parallelism

MlFinLab은 재현 가능하고 해석하기 쉬우며 사용하기 편리한 도구를 제공해 포트폴리오 매니저와 트레이더가 머신러닝을 활용할 수 있도록 돕습니다.

Generate pages from any sketch or images.

TensorFlow.js를 사용한 클라이언트 측 NSFW 감지

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch