Teach sign language to AI drone

I've added new classes to my existing machine learning model (beside tracking my face) to detect specific sign language alphabet. This allow me to enter different modes (auto-tracking, auto-monitoring & emergency power down) using hand gestures.
Object recognition using YOLO Darknet has never been easier, with ready-baked YOLO-Python wrapper, you can use your favourite (at least mine) Python programming language to perform further processing using Python, OpenCV etc.
3:00 New classes to be trained and their purposes
3:48 Getting the right training dataset
5:26 Create Python program to slice video into images
8:55 Evaluate trained machine learning model via Darknet
9:12 Indoor field testing
10:12 Outside field testing
Top Level Design
docs.google.com/drawings/d/1W...
Install, Training and Use YOLO the easy way
• Easy Installation, Tra...
Source code for simple DJI Tello SDK
bitbucket.org/RobotAndCode/te...
Source code for simple object recognition using YOLO Darknet +
script to slice video into images
bitbucket.org/RobotAndCode/te...
Pascal VOC annotation to YOLO converter
github.com/hai-h-nguyen/Yolo2...
Hardware & Software:
► DJI Tello: invol.co/clo03j
► Ubuntu 18.04: bit.ly/2zLMJGV
► Intel core i3-9100F @ 3.60GHz: invol.co/clo03f
► ZOTAC GTX-1050 @ 2GB: invol.co/clo03d
Recording gear:
► GoPro Hero 5: invol.co/clo03r
► BOYA BY-M1 - Lavalier microphone: invol.co/clo03t
Facebook: / robotandcode
Twitter: / robotandcode
LinkedIn: / murtadha-bazli-tukimat

[@robotandcode1474]

Trained small object detection using YOLO Darknet require deeper understanding on how it works. If you guys interested in YOLO Darknet, sign language detection training may be a good start.

[@hannahlambdaa]

Very good quality work, Thanks a lot for sharing!

[@robotandcode1474]

Thanks 😊

[@Saeromlife]

really helpful. great video. Thanks!

[@robotandcode1474]

Thanks 😊

[@user-ct4uf8fj7e]

Best tello video ever

[@robotandcode1474]

Glad to see you enjoy it even though it may not be as high quality as it should be 😅

[@aaditghule8401]

Amazing

[@paulacamacaro4765]

One question, to train the model did you only use the images from your tello camera? Or did you keep the kaggle dataset class and add the images from the tello camera?

[@noamamir0942]

how did you use your trained model in the code? ive tried with opencv dnn but it wont use my gpu

[@robotandcode1474]

I use YOLO Darknet

[@bzonemy101]

mantop.. pernah try tello untuk buat SLAM dgn ROS tak?

[@robotandcode1474]

Yang tu in progress 😊

[@noamamir0942]

what did you use to detect and put a square on your hand

[@robotandcode1474]

Hi, I use YOLO and it detect hand gesture based on trained model. The output is the bounding box and draw it using OpenCV.

[@spaceenginerocks2800]

You look like Ravi from hey Jessie

[@noamamir0942]

can you send the source code of your project?

[@robotandcode1474]

You can checkout YOLO darknet by AlexeyAB on github. There is python wrapper example on drawing the box.

[@aqeelyusof7413]

Robogamez jom hahaha

[@robotandcode1474]

Okay je, as long as ada open category :D

[@aqeelyusof7413]

@@robotandcode1474 kali ni buat bole terbang punye

[@xangelcrusadexgaming6807]

boleh buat video pasal extend range dengan wifi repeater selain dari xiaomi wifi repeater x?

[@robotandcode1474]

xangelcrusadex gaming ada contoh model wifi extender?

[@MartPixChannel]

@@robotandcode1474 buat wifi lagi jauh dan tinggi boleh program ke boss? normal tello boleh 100meter je jauh..tinggi boleh sampai 30meter je.