# To Do List

## IOT

### Assignment

- Wesley: Edge, Gateway
- Steven: Edge, Gateway
- (1: UI)

### Structure

- Edge Side
- Threading (systemd)
- start
- stop
- get status
- get status
- IO (shell?, c/cpp api)
- Self Awareness (?, Network)
- Recovery (?)
- Client(dev) Data Gateway API
- Gateway
- topics
- Control
- Client(dev) Data
- Server Side
- Control Gaitway API
- UI
- Client(dev) Gaitway API
- UI

## Algorithm

### Assignment

- Wesley: Lead ML Coding,
- Kevin: Research, ML Coding
- 1: Research, ML Coding, FSL interest
- (2: Research, ML Coding, DevOps-Unrecognized pipeline)

### Structure

- Cow Detection
- Data Preparation
- Cow Back / Front / Others?
- Numbers: >= 3000
- Augmentation?
- Day / Night?
- Variety? (reduce similar image?)
- Model:
- Yolo / Mask RCNN / Others?
- input size
- Parameter tunning experiments
- Analysis Metrics
- Client(dev) Interface
- Recognition
- Feature Extractor
- Data Preperation (based on prev step)
- Preprocessing (or on prev step)
- Model:
- Backbone
- Loss function
- input batch algorithm
- in / out dimension
- Parameter tunning experiments
- Identity Comparison Algorithm
- L2? Another model?
- Analysis Metrics
- Client(dev) Interface
- Unrecognized pipeline