Max Braun

Client interface for Wifi setup

1

1. At first boot, create an [access point](https://github.com/espressif/arduino-esp32/blob/master/libraries/WiFi/examples/WiFiAccessPoint/WiFiAccessPoint.ino) with a [static IP](https://github.com/espressif/arduino-esp32/blob/master/libraries/WiFi/src/WiFiAP.cpp#L147) 2. Show an image with instructions to connect to the AP and open a browser to the IP...

[ESP-IDF](https://docs.espressif.com/projects/esp-idf/en/latest/index.html) supports [OTA](https://docs.espressif.com/projects/esp-idf/en/latest/api-reference/system/ota.html)

Multi-user support

2

- User account management for addresses and other settings - Calendar API auth flow - Authentication between client and server

Unused states: 1. [Snow](https://github.com/maxbbraun/accent/blob/master/server/weather.py#L87) 2. [Wind](https://github.com/maxbbraun/accent/blob/master/server/weather.py#L80) 3. [Fog](https://github.com/maxbbraun/accent/blob/master/server/weather.py#L94)

1. Read the voltage on the client and add it as a request parameter 2. Log the voltage (and calculated battery level) on the server 3. When the battery level...

Especially something like [detection and tracking](https://github.com/google/mediapipe/blob/master/mediapipe/docs/object_tracking_mobile_gpu.md) could be useful for more accurate readings.

In order to produce a usefully accurate temperature reading, the raw data from the thermal camera should be adjusted using additional data such as the distance of the face, the...

Using the [Coral Dev Board](https://coral.ai/products/dev-board/) instead of a Raspberry Pi with a [Coral USB Accelerator](https://coral.ai/products/accelerator/) may give better performance, but it's unclear if the other components will work with it.

Try retraining an existing TPU face detector model

9

The [current approach](https://github.com/maxbbraun/thermal-face#training) is to train a detector model from scratch on a dataset that combines visible-light and thermal images, then [compile](https://coral.ai/docs/edgetpu/compiler/) it for Edge TPU. An alternative approach would...

Better sentiment analysis

7

The sentiment analysis [sometimes gets it wrong](https://github.com/maxbbraun/trump2cash/blob/master/benchmark.md#124-2017-1249-pm-tuesday). It also assigns the tweet's overall sentiment to all companies, which may not be correct [in some cases](https://github.com/maxbbraun/trump2cash/blob/master/benchmark.md#118-2017-734-am-wednesday). One idea would be to...