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DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Magenta: Music and Art Generation with Machine Intelligence
A curated list of awesome self-supervised methods
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.
Latex code for making neural networks diagrams
High-quality Neural Networks for Computer Vision 😎
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
State-of-the-art 2D and 3D Face Analysis Project
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Tracking Benchmark for Correlation Filters
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation
Neural Graph Differential Equations (Neural GDEs)
This repository houses the code for the community website http://www.probabilistic-numerics.org
solution of exercises of the book "probabilistic robotics"
Example codes for the book Applied Stochastic Differential Equations
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
A list of pain recognition databases that are publicly available for research
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks