Bala93

KD-MRI

A knowledge distillation framework for image reconstruction and image restoration in MRI workflow

CLIPCalib

Model calibration in CLIP Adapters

MarginLoss

CRac

Bala93.github.io

Personal website

cnn-lstm

CNN LSTM architecture implemented in Pytorch for Video Classification

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Fovea_localization

MONAI

AI Toolkit for Healthcare Imaging

tutorials-1

PyTorch tutorials.

CoOp

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

Deep-rPPG

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

deep-spectral-segmentation

[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

focal_calibration

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

gitignore

A collection of useful .gitignore templates

KD-MRI-CONTRAST

LTS

Local Temperature Scaling for Probability Calibration

MbLS

Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430

MbLS-MedSeg

MetaPhys

MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement (ACM CHIL-2021)

NACL

Medical Image Segmentation Calibration

opencv

Open Source Computer Vision Library

pyVHR

Python framework for Virtual Heart Rate

ReliableAgent

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

temperature_scaling

A simple way to calibrate your neural network.

tutorials

MONAI Tutorials