diff --git a/README.md b/README.md
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+++ b/README.md
@@ -42,17 +42,22 @@ Access the mjpeg stream at http://localhost:5000
 ## Future improvements
 - [x] Switch to MQTT prefix
 - [x] Add last will and availability for MQTT
+- [ ] Build tensorflow from source for CPU optimizations
 - [ ] Add ability to turn detection on and off via MQTT
-- [ ] Add a max size for motion and objects (height/width > 1.5, total area > 1500 and < 100,000)
+- [ ] MQTT reconnect if disconnected
+- [ ] MQTT motion occasionally gets stuck ON
+- [ ] Output movie clips of people for notifications, etc.
+- [x] Add a max size for motion and objects (height/width > 1.5, total area > 1500 and < 100,000)
 - [x] Make motion less sensitive to rain
 - [x] Use Events or Conditions to signal between threads rather than polling a value
-- [ ] Implement a debug option to save images with detected objects
-- [ ] Only report if x% of the recent frames have a person to avoid single frame false positives (maybe take an average of the person scores in the past x frames?)
+- [x] Implement a debug option to save images with detected objects
+- [x] Only report if x% of the recent frames have a person to avoid single frame false positives (maybe take an average of the person scores in the past x frames?)
 - [ ] Filter out detected objects that are not the right size
 - [ ] Make resilient to network drop outs
 - [ ] Merge bounding boxes that span multiple regions
 - [ ] Switch to a config file
 - [ ] Allow motion regions to be different than object detection regions
+- [ ] Implement mode to save labeled objects for training
 - [x] Add motion detection masking
 - [x] Change color of bounding box if motion detected
 - [x] Look for a subset of object types