🤖🧠 Deep mind AI blog series
Search
Search
Dark mode
Light mode
Explorer
Agents
Agent evaluation
Agentic workflow
agentic-workflow-deep-dive
Basics
Integrating tools, functions with the ChatGPT
Memory
Meta prompting
Response caching and its role in agents
Ai Insights
XOR NN
Ai Projects
Robot Navigation in 2D
1. Project Outline
2. Training Data
3. Data generation pipeline
4. Neural network development
5. Project investigate
6. Hyperparameter Tuning Guide
7. Evaluation
8. Multi-Modal Neural Architecture
Distance-Based Perception System (Outdated)
QA
Atomic_Issues
Organisation ID error
Plots are not visible after deploying to github
First Principles
Activation function
Ai Human Brain Overlaps
An Introduction to Self-Supervised Learning, How Machines Teach Themselves
AND Vs XOR using NN
Back propagation Calculus
Cost function
Delta error
Epochs
Gradient descent
Heuristics in Programming, Navigating Complex Problems with Intelligent Shortcuts
Improving NN learning
Learning is slow for sigmoid
Learning Rate
Mathematics
Neural Network Learning Polynomial
NN Learning
Overfitting
Vanishing gradient problem
Weights and Biases
What is convolution
What is Tensor
LLM in Apps
Assistant API
Assistant vs Chat completion api
ChatGPT outputs
Model Context Protocol (MCP)
Ollama
Prompt Engineering
Pydantic model and Json Schema for structured output
Text to speech
Tokens and latency
Robotics
LLM in robotics
Open challenges and long term road map in Robotics
Simulation for robotics
Vision Action Model VAL
AI Podcast
Emergent Properties of Large Language Models
Empirical Study Feature Engineering vs Hyperparameter Tuning in Robot Navigation
Getting started with deep learning study guide
How Large Language Models Learn the Theory of Mind
Web socket
Why Better Data Beats Better Models — A First Principles View
Home
❯
Ai Projects
❯
Robot Navigation in 2D
❯
3. Data generation pipeline
3. Data generation pipeline
Oct 06, 2025
1 min read
🎯 Data Class Balance Assessment:
Imbalance ratio: 1.04 Balance status: ✅ Good
Graph View
Backlinks
No backlinks found
