Herald: Intrusion Detection System using IR and ML
an intrusion detection system using infrared radiation and anomaly detection using machine learning and Bolt IoT wifi module.
InsightFace: 2D and 3D Face Analysis Project
InsightFace: 2D and 3D Face Analysis Project
Robust Reference-based Super-Resolution via C2-Matching
Code for C2-Matching (CVPR2021). Paper: Robust Reference-based Super-Resolution via C2-Matching.
Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition
Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition
An Efficient Training Approach for Very Large Scale Face Recognition or F²C for simplicity
An Efficient Training Approach for Very Large Scale Face Recognition or F²C for simplicity
A framework which directly predicts a set of triplets from an image
HOTR: End-to-End Human-Object Interaction Detection with Transformers
A highly scalable and flexible federated learning framework
A highly scalable and flexible federated learning framework
Curved Projection Reformation with python
Assuming that we already know the image of the centerline, we want the lumen to be displayed on a plane, which requires curved projection reformation(CPR).
PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications
Graph Pyramid Mutual Learning for Cross-dataset Human Parsing
This repository contains pytorch source code for AAAI2020 oral paper: Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing
Learn a clean image generator even when only noisy images are available for training
This repository provides PyTorch implementation for noise robust GAN (NR-GAN).
Python interface for the DIGIT tactile sensor
Python interface for the DIGIT tactile sensor.
Cross-Attention Multi-Scale Vision Transformer for Image Classification
This is an unofficial PyTorch implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification .
Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection
FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection
Mean Shift for Self-Supervised Learning in python
Official code for "Mean Shift for Self-Supervised Learning"
Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization
SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization
CoMIR: Contrastive Multimodal Image Representation for Registration Framework
Framework for joint representation learning, evaluation through multimodal registration and comparison with image translation based approaches
Cross-modal Deep Face Normals with Deactivable Skip Connections
Cross-modal Deep Face Normals with Deactivable Skip Connections
The Narya API allows you track soccer player from camera inputs
The Narya API allows you track soccer player from camera inputs, and evaluate them with an Expected Discounted Goal (EDG) Agent.
Zero to Mastery Deep Learning with TensorFlow
All of the course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Augmenting Anchors by the Detector Itself in python
It is difficult to determine the scale and aspect ratio of anchors for anchor-based object detection methods.
Vehicle Re-identification with Viewpoint-aware Metric Learning
Code reproduce for paper "Vehicle Re-identification with Viewpoint-aware Metric Learning"
Details about the wide minima density hypothesis and metrics to compute width of a minima
Details about the wide minima density hypothesis and metrics to compute width of a minima
Exploring Visual Engagement Signals for Representation Learning
Exploring Visual Engagement Signals for Representation Learning
People movement type classifier with YOLOv4 detection and SORT tracking
The goal of this project would be movement classification of people, in other words, walking (normal and fast) and running.
Q-attention and coarse-to-fine Q-attention in python
Codebase of Q-attention (within the ARM system) and coarse-to-fine Q-attention (within C2F-ARM system)
E2Calib: How to Calibrate Your Event Camera
This repository contains code that implements video reconstruction from event data for calibration as described in the paper Muglikar et al. CVPRW'21.
HyperLib: Deep learning in the Hyperbolic space
Library that contains implementations of machine learning components in the hyperbolic space
Exchanging Local Spatial Information by Manipulating Messenger Tokens
Transformers have offered a new methodology of designing neural networks for visual recognition.
Language Grounding Through Neuro-Symbolic Interaction in a 3D World
We propose PIGLeT: a model that learns physical commonsense knowledge through interaction, and then uses this knowledge to ground language.
Towards Light-weight and Real-time Line Segment Detection
M-LSD: Towards Light-weight and Real-time Line Segment Detection
A New, Interactive Approach to Learning Python
A New, Interactive Approach to Learning Python
Chimera: Learning Shared Semantic Space for Speech-to-Text Translation
A PyTorch implementation of paper "Learning Shared Semantic Space for Speech-to-Text Translation", ACL (Findings) 2021
AI and Machine Learning workflows on Anthos Bare Metal
AI and Machine Learning workflows on Anthos Bare Metal
A Python file with some tools for visualizing machine learning in the terminal
A single Python file with some tools for visualizing machine learning in the terminal.
A library for Learning-to-Rank techniques on the TensorFlow platform
TensorFlow Ranking is a library for Learning-to-Rank (LTR) techniques on the TensorFlow platform.
Multi-Scale Aligned Distillation for Low-Resolution Detection
Multi-Scale Aligned Distillation for Low-Resolution Detection
MoveNet Single Pose tracking on DepthAI in python
Running Google MoveNet Single Pose models on DepthAI hardware (OAK-1, OAK-D,...).
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search, accepted by IJCAI 2021.
A toy project using OpenCV, PyMunk and Mediapipe
Creating a simple augmented reality game using OpenCV, Mediapipe, and Pymunk.
Pandas Machine Learning and Quant Finance Library Collection
Whether it is some statistical analysis or machine learning, most likely it all starts with a `DataFrame`.
Remove Background from Video and Images with a simple command line interface in python
A command line tool to remove background from video and image
Synthetic LiDAR sequential point cloud dataset with point-wise annotations
SynLiDAR: Learning From Synthetic LiDAR Sequential Point Cloud for Semantic Segmentation (Paper)
Self-Tuning for Data-Efficient Deep Learning
Self-Tuning for Data-Efficient Deep Learning
Evidential Deep Learning for Guided Molecular Property Prediction and Discovery
Evidential Deep Learning for Guided Molecular Property Prediction and Discovery
PlaneTR: Structure-Guided Transformers for 3D Plane Recovery
PlaneTR: Structure-Guided Transformers for 3D Plane Recovery
Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
Implementation of H-Transformer-1D, Transformer using hierarchical Attention for sequence learning with subquadratic costs.
Tokyo2020 Pictogram using MediaPipe in python
Tokyo2020 Pictogram using MediaPipe in python
An AI-powered device to stop people from stealing my packages
An AI-powered device to stop people from stealing my packages.
Deep Learning Visuals contains 215 unique images divided in 23 categories
This repository was inspired by the ML Visuals repository maintained by dair.ai.