david8388 Goto Github PK

learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

linq101

Practice for LINQ

loginform

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml-system-design-pattern

System design patterns for machine learning

mmal-net

This is a PyTorch implementation of the paper "Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization (MMAL-Net)" (Fan Zhang, Meng Li, Guisheng Zhai, Yizhao Liu).

movieapp

movieratingapp

nchuproject

node

notes

nts-net

This is a PyTorch implementation of the ECCV2018 paper "Learning to Navigate for Fine-grained Classification" (Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang).

pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

prototypical-networks-for-few-shot-learning-pytorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

prtest

python-100-days

python-tutorial

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-networks

Pytorch implementation of cnn network

seeing-motion-in-the-dark

Seeing Motion in the Dark. ICCV19

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

srgan

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

ssl_for_fgvc

Self-Supervised Learning for Fine-Grained Image Categorization

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

taskmanagement

teacher-free-knowledge-distillation

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization