antecessor
PhD, Artificial Intelligence. Youtube: https://www.youtube.com/channel/UCn9Rujwh7SfHF2RRvy_ks-g
Machine Learning Engineer at ProcoreCanada
Pinned Repositories
BloodPressure_Estimation
Predicting blood pressure using only PPG
CFAImageCompressionDeepLearning
Lossless CFA image compression with a modified Auto Encoder
EMGForceEstimation
Estimating force from surface EMG signal.
FCBF
FCBF (Fast Correlation Based Feature Selection)
FECGCycleGAN
Generate FECG from MECG and MECG from FECG using CycleGAN.
mpt_7b_fine_tuning
Some notebooks about how we can fine-tune LLM
MRI_Motion_Classification
Generate and detect motion artifact on MRI images using Python.
MRI_Motion_Detection
Generate and detect motion artifact on MRI images using Matlab.
TabTransformer
Implementation of TabTransformer: Tabular Data Modeling Using Contextual Embeddings
Wavenet
Implementation of Wavenet in torch
antecessor's Repositories
antecessor/mpt_7b_fine_tuning
Some notebooks about how we can fine-tune LLM
antecessor/FECGCycleGAN
Generate FECG from MECG and MECG from FECG using CycleGAN.
antecessor/MRI_Motion_Classification
Generate and detect motion artifact on MRI images using Python.
antecessor/TabTransformer
Implementation of TabTransformer: Tabular Data Modeling Using Contextual Embeddings
antecessor/MRI_Motion_Detection
Generate and detect motion artifact on MRI images using Matlab.
antecessor/EMGForceEstimation
Estimating force from surface EMG signal.
antecessor/FCBF
FCBF (Fast Correlation Based Feature Selection)
antecessor/IMU_PositionTracking
Tracking position using IMU sensor and deep learning
antecessor/Multi-SpectralBleedingDetection
Preparing a machine learning model for bleeding detection in capsule endoscopy using multispectral sensor.
antecessor/RobustsEMGGestureDetection
Hand gesture detection using surface EMG
antecessor/antecessor
profile
antecessor/Bootstrap_your_latent
An example of BYOL in Jupiter notebook
antecessor/DAU-Conv
Spatially-Adaptive Filter Units for Deep Neural Networks
antecessor/doctr
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
antecessor/EndoscopySoftware
Endoscopy Toolbox
antecessor/EnsoscopyProcessingEAD
Endoscopy images segmentation for artifacts recognition.
antecessor/EVA
Exploring the Limits of Masked Visual Representation Learning at Scale (https://arxiv.org/abs/2211.07636)
antecessor/FewShotLearning_EndoscopyLocalization
Endoscopy localization using few samples
antecessor/Involution
Inverting the Inherence of Convolution for Visual Recognition
antecessor/Learning_From_Demonstration
Off-policy actor-critic with demonstration
antecessor/mask2former
mask2former install
antecessor/ml-tools
Tools for everyday use
antecessor/NodeClassificationGCNN
Graph Convolutional Neural Network implementation for node classification
antecessor/PPO-RL
PPO in Reinforcement Learning
antecessor/SentimentClassification
Sentiment analysis using LSTM
antecessor/SuicideAnalysis
Data analysis for suicide prediction
antecessor/transformers-1
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
antecessor/ultaml_projects
Trainer, analyzer and runner of ultaml
antecessor/UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
antecessor/web3_file_share
share file using IPFS and Blockchain