NeuroTech
Subscribe for in-depth, hands-on tutorials empowering scientists with cutting-edge AI tools for life sciences research.
I share practical guides on:
1. Animal Behavior Analysis: Pose estimation to temporal pattern recognition with tools like DeepLabCut, SLEAP, & IntegraPose.
2. Microscopy Image Analysis: Deep learning pipelines for segmentation, tracking, and quantification.
3. Cellular Physiology: AI-driven simulations to decode neural dynamics, and much more.
Whether you’re a grad student, postdoc, or industry pro, my step-by-step videos bridge traditional techniques and emerging tech like deep learning and behavior-as-language models. Join our collaborative community with weekly uploads and exclusive python resources—let’s accelerate discoveries together!
#Neuroscience #AIinScience #DeepLearning #BehaviorAnalysis #YOLO #DeepLabCut
YOLO-Pose + LSTM: End-to-End Tandem Behavior Analysis
Pre-training YOLOv11 by Distilling DINOv3
Task Specific Customization of YOLO Architecture
Bio-inspired Zero-Shot Learning for Neural Nets
Gait Analysis with DeepLabCut CSV
Model Quantization: Unlock ⚡Faster⚡ Inference Speeds
IntegraPose: Simultaneous Behavior & Pose Tracking
Reproducibility Crisis in Science
Zero-Shot Deconvolution to Enhance Super-Res Microscopy
Zero-Shot Deconvolution for Microscopy Images
Automated Morphological Analysis of Yeast Mitochondria
Pose + Behavior: Is a Unified AI Model More Helpful?
DeepLabCut and SLEAP- Evolution of Animal Pose Estimation and What Should Come Next
Mitochondrial Fluorescent Dyes- Imaging Morphology and Function
Napari (Python) Based Mitochondria 2D Analysis
3D Mitochondria Analysis Using ImageJ: (Part 2- Data Analysis)
DABA- Behavior Analysis Tools Leveraging Local AI Platform
Local Behavior Agents: Unlocking the Power of AI in Behavior Analysis
Multi-Animal Pose Estimations w/YOLOv8 (Part 2)
Multi-Animal Pose Estimations w/YOLOv8
Quantify Repetitive Jumping Behavior (A Simple Post-DLC Python Project)
Kinematics and Postural Statistics from DLC Data Using BehaviorDEPOT: (Part 2)
VAME - Training, Model Evaluation, and Behavior Segmentation
Variational Animal Motion Embedding (VAME): Quick Start Tutorial
Chat With Research Documents Privately
Using A-SOiD and DeepLabCut for Behavior Classifications: Installation & Basic Tutorial
Example of Novel Object Interaction_w/YOLOv8
Kinematics and Postural Statistics from DLC Data Using BehaviorDEPOT: (Part 1)
Sleap.ai (Installation and Training Tutorial)
3D Mitochondria Analysis Using ImageJ: (Part1)