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Michael Wen's ML and AI projects
Hey, I'm Michael 👋
I'm really into ML and AI—basically the kind of person who thinks "this could be automated" way too often 😄 So I ended up building a bunch of apps to scratch that itch. Here are a few of them:
🧠 Neural network experiments (aka me trying to understand what's going on under the hood):
https://michael.chtoen.com/ai/neural-network-research-and-experiments.php
🔢 CNN for handwritten digit & letter recognition:
https://michael.chtoen.com/ai/convolutional-neural-network-project.php
📸 YOLO for object detection (images):
https://michael.chtoen.com/ai/yolo-object-detection-project.php
🎥 YOLO for object detection (live video—because static is too easy):
https://michael.chtoen.com/ai/yolo-live-object-detection.php
✍️ AI text rewriter using Groq API (for when words don't word):
https://michael.chtoen.com/ai/rewriteme-ai-powered-text-rewriter.php
🔁 Transfer learning project (teaching old models new tricks):
https://michael.chtoen.com/ai/introduction-to-transfer-learning.php
More coming… probably 😄
Any comments? Feel free to participate below in the Facebook comment section.
AI/ML
Introduction
Introduction to Transfer Learning
Choose The Best Resnet Model
Train A Classification ResNet Model
Input Data Normalization
Randomly Draw Training And Validation Samples?
Data Augmentation Pipeline
Data Augmentation Experiment
Set Trainable Layers
Set Trainable Layers For Resnet 18
Cross-Entropy Loss With Label Smoothing
Label Smoothing
Label Smoothing Take 2
Cosine Annealing LR
Experiment With Mixup
MixUp Schedule
Cutmix
Heavy Geometric Distortions
Two Stage Fine-Tuning
Two-Stage Fine-Tuning 2
Two-Stage Fine-Tuning Experiment
Three-Stage Fine-Tuning
Three-Stage Fine-Tuning Experiment
Strong Regularizers
Rewriteme - AI Powered Text Rewriter App
Yolo Live Object Detection App
Yolo Object Detection Project
Convolutional Neural Network Project
Neural Network Research And Experiments
Enjoy the following random pages..
This website is for Tailwind, a seafood biotech company.
This website is for San Francisco Taiwanese American Festival held annually.
This is a file merger program written in VB.
This is a 3D slime war board game with computer AI.
Post your comment below.
Anything is okay.
I am serious.