240 Open source projects that are alternatives of or similar to symmetrical-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

A PyTorch library for benchmarking deep metric learning. It's powerful.

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

RMAC implementation in Keras

[CVPR 2018] Cross-View Image Synthesis using Conditional GANs, [CVIU 2019] Cross-view image synthesis using geometry-guided conditional GANs

Retrieve recipes from foodie pictures using Deep Learning and Pytorch

scLearn：Learning for single cell assignment

Dataset for paper "Weak Supervision for Fake News Detection via Reinforcement Learning" published in AAAI'2020.

R package for Distance Metric Learning

Tensorflow implementation for paper: Learning to Compare: Relation Network for Few-Shot Learning.

Specify and synthesize systems using symbolic algorithms

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

Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

granular synthesis plugin part of my bachelors thesis

Finetuning any DNN for better embedding on neural search tasks

VHDL-2008 Support Library

Papers and Codes about Deep Metric Learning/Deep Embedding

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

Exploring the connections between artworks with deep "Visual Analogies"

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

Playground of Metric Learning with MNIST @pytorch. We provide ArcFace, CosFace, SphereFace, CircleLoss and visualization.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Project page for Heated-up Softmax Embedding

Official Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)

Adversarial Ranking Attack and Defense, ECCV, 2020.

PyTorch Implementation of Google Brain's WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis

This repository contains synthesizable examples which use the PoC-Library.

Code for NeurIPS 2019 Paper

a simple library to help you play custom waveforms with LÖVE

Local Fisher Discriminant Analysis in R

Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video (AAAI2020)

Deep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images

A compiler for automatically re-targeting sequential Java code to Apache Spark.

A JSON library implemented in VHDL.

A real-time GNN-based method. Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective

code for AAAI 2020 paper "ACT"

Generalized Deep Metric Learning.

[AAAI'20] Segmenting Medical MRI via Recurrent Decoding Cell (Spotlight)

AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

my supercollider codes, version history is at the branches

Official Dynamic Graph Representation PyTorch implement for iris/face recognition

Challenge the customer to shop task with tripletNet

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

Scripts to build and use docker images including GHDL

AHX player web interface

Bird Sound Synthesis based on AM+FM

Official repository of FISR (AAAI 2020).

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

Web Synthesis on steroids

Code for CVPR 2019 paper "Deep Metric Learning to Rank"