init uv, evaluation pipeline

README.md

@@ -4,13 +4,62 @@ App and small arduino code to develop an optimal filter algorithm.
 
 ## Install dependencies
 ```
-pip install -r requirements.txt
+uv sync
 ```
 
 ## Run App
 ```
-python -m filter_dev_app.app
+uv -m filter_dev_app.app
 ```
 
 ## Algorithm
 
+## Evaluation
+
+Prepare your setup:
+
+- [ ] Calibration weight 100g
+- [ ] usb connection to prototype
+    - [ ] BLE?
+- [ ] prototype flashed with [readout_test](https://git.magnuss.link/JannTer/Smaage_arduino/src/branch/main/readout_test)
+- [ ] weights: 0.1g, 0.5g, 1g, 5g, 10g, 50g, 100g, 500g, 1kg
+
+```
+uv run evaluation <description>
+```
+
+We evaluate
+- [ ] Precision/Repeatability
+- [ ] Accuracy wrt calibration weights
+- [ ] Resolution (jittering)
+- [ ] Resolution (range)
+- [ ] Linearity
+- [ ] Corner Loading
+- [ ] Drift
+- [ ] Environmetal impacts
+    - [ ] temperature
+    - [ ] huimidity
+    - [ ] power source
+    - [ ] vibration conditions
+
+### Testing Protocol
+1. Initial Calibration
+2. Repeatability Testing
+   1. 0.1g
+   2. 10g
+   3. 100g
+   4. 1kg
+3. Drift Test 0g
+4. Drift Test 100g
+5. Accuracy Verification + Range Testing
+   1. 0.1g
+   2. 0.5g
+   3. 1g
+   4. 5g
+   5. 10g
+   6. 50g
+   7. 100g
+   8. 500g
+   9. 1kg
+6.  Drift Test 0g
+7.  Drift Test 100g