Changes between Version 3 and Version 4 of Other/Summer/2020/SmartIntersection

Timestamp:

Jun 22, 2020, 6:15:43 PM (4 years ago)

Author:

NicholasMeegan1

Comment:

—

Other/Summer/2020/SmartIntersection

@@ -20 +20 @@
 * Record and save 6 videos during one day (to be repeated when the method is debugged and fully functional)
 * Brainstorm about vehicle counting/traffic flow estimation methodology
+
+
+----
+
+
+**Week 1 Weekly Meeting Presentation:** https://docs.google.com/presentation/d/1Sf9hzpo3WQsEPwbhKfic2xWCskH1EViD-3SNb_foouA/edit?usp=sharing
+
+== Week 2 Activities ==
+
+* Understand the concepts of object detection in 3D Point Cloud
+* Gain an understanding of NVIDIA’s !DeepStream SDK
+* Get comfortable deploying YOLOv3 on the COSMOS testbed
+* Use existing datasets to play around with !DeepStream and YOLOv3
+
+----
+
+
+**Week 2 Weekly Meeting Presentation:** https://docs.google.com/presentation/d/1Cl8MbsSU3ZAq5lpRuE0eVBSwnIX4jTUAci5uAgP7Vt8/edit?usp=sharing
+
+**Week 2 Team Meeting Presentation:** https://docs.google.com/presentation/d/1O2yCze4fmVOAFGCi0u6WTZq8VTFhLc_J448skeygguw/edit?usp=sharing
+
+== Week 3 Activities ==
+
+* Investigate existing RGB-D (RGB + depth map) object detectors whose models we can immediately put to use for inference
+* Look into existing 3D Point Cloud object detection implementations
+* Learn how to run !DeepStream's YOLOv3 implementation
+* Investigate !DeepStream Python bindings for use with YOLO
+
+----
+
+
+**Week 3 Weekly Meeting Presentation:** https://docs.google.com/presentation/d/13vqiw0kkyT0_XPzPv3NiowIvxc22SapfxM_ZbAKn1Cc/edit?usp=sharing
+
+**Week 3 Team Meeting Presentation:** https://docs.google.com/presentation/d/1jwq6h05mw1vHt6_C1Br4MM_0LQDZRlIEoSvEasJ5Rsg/edit?usp=sharing
+
+== Week 4 Activities ==
+
+* Investigate YOLOv4 and its use with TensorRT
+* Look into getting output/data processing based on the outputs from !DeepStream
+* Look into the !DeepStream tracker to build on top of
+* Build a presentation slide set to inform the intern class about !DeepStream and YOLOv3
+
+''**Introduction to !DeepStream and YOLOv3 Presentation Slides:**'' ''To be posted at a later date''
+
+----
+
+**Week 4 Weekly Meeting Presentation:** ''To be posted at a later date''
+
+**Week 4 Team Meeting Presentation:** ''To be posted at a later date''