Progressive Tool Sets
AI_WQ provides 3 variations with progressively expanding tool sets, from basic classification to full generative model exploration.
Proj 1-2 + Utilities
+ Proj 3-4 (YOLO, Face)
+ Proj 5-6 + Cross-Project
Projects 1-2 (Classification & Transfer Learning) + Utility tools.
| Tool | Category | Description |
|---|---|---|
load_proj1_info |
Project 1 | Get Image Classification project info |
list_proj1_notebooks |
Project 1 | List classification notebooks |
load_proj2_info |
Project 2 | Get Transfer Learning project info |
list_proj2_models |
Project 2 | List pretrained models |
show_capabilities |
Utility | Show all available tools |
get_project_info |
Utility | Get project metadata |
Focus: Basic image classification and transfer learning exploration.
Adds Projects 3-4 (Object Detection & Face Recognition).
| Tool | Category | Description |
|---|---|---|
load_proj3_info |
Project 3 | Get Object Detection project info |
list_proj3_notebooks |
Project 3 | List YOLO notebooks |
load_proj4_info |
Project 4 | Get Face Recognition project info |
list_proj4_modules |
Project 4 | List face recognition modules |
Focus: Object detection with YOLO and face recognition with MTCNN/FaceNet.
Adds Projects 5-6 (Generative Models) + Cross-Project tools.
| Tool | Category | Description |
|---|---|---|
load_proj5_info |
Project 5 | Get GANs project info |
list_proj5_models |
Project 5 | List GAN models |
load_proj6_info |
Project 6 | Get Diffusion Models project info |
list_proj6_notebooks |
Project 6 | List diffusion notebooks |
compare_projects |
Cross-Project | Compare two AI projects |
find_similar_projects |
Cross-Project | Find by technique or data type |
list_all_models |
Cross-Project | List all available models |
suggest_technique |
Cross-Project | Get technique recommendations |
Focus: Complete computer vision exploration including generative models and cross-project analysis.
| Variation | Tools | Projects | Key Capabilities |
|---|---|---|---|
| V1 | 6 | 1-2 | Classification, Transfer Learning |
| V2 | 10 | 1-4 | + Object Detection, Face Recognition |
| V3 | 18 | 1-6 | + GANs, Diffusion, Cross-Project Analysis |