Popular GitHub Repositories for Criticality Metric

Torchreid: Deep learning person re-identification in PyTorch.

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Metric depth estimation from a single image

MapAnything: Universal Feed-Forward Metric 3D Reconstruction

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Universal Monocular Metric Depth Estimation

Official implementation of Adabins: Depth Estimation using adaptive bins

Blazing fast framework for fine-tuning similarity learning models

[CVPR 2024 - Oral] Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences

PyTorch Implementation for Deep Metric Learning Pipelines

Paper List for Contrastive Learning for Natural Language Processing

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

A simple yet effective loss function for face verification.

A library for ML benchmarking. It's powerful.

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Simple Image Heads and Layers for deep learning based computer vision

TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral