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algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

awesome-clip

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

cfcd

The Official Implementation of CFCD. Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

delg

Pytorch Implementation of Unifying Deep Local and Global Features for Image Search (DELG)

dolg

Pytorch Implementation of DOLG (ICCV 2021)

dolg-pytorch

Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

dsacline

Differentiable RANSAC: Learning Robust Line Fitting

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

machine-learning-with-python

Python code for common Machine Learning Algorithms

mnist-bn

Using slim to perform batch normalization

passl

PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法

py-ransac

python implemetation of RANSAC algorithm with a line/plane fitting example.

python_misc

Some python programs for data preprocessing and analysis

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful

r-c3d.pytorch

R-C3D pytorch implementation

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