TebogoNakampe/OpenGesture4Habana

PlanetGesture for Africa Sign Language Detection using Habana Accelerators # OpenGesture using Habana DL1 Instances on AWS EC2 OpenGesture for Africa Sign Language Detection using Habana Gaudi Accelerators # OpenGesture for African Sign Language Platform | Build Status | -------- | ------------ | AWS EC2 DL1| ## Audience The code in this repository is authored for computer-vision and machine-learning developers and researchers interested in developing hand gesture applications using AWS EC2 DL1 instances. # Data Collection To train the OpenGesture Model data was collected using Intel RealSense D435. #### Defining Data as Hand Gestures. Depth | Color :-------------------------:|:-------------------------: .png) | #### African Languages Labels | ENGLISH | SETSWANA | ZULU | XHOSA | SWAHILI | YORUBA | | :--- | :---: | :---: | :---: | :---: | :---: | | One | Nngwe | Kunye | Inye | Mmoja | Okan | | Two | Pedi | Kubili | Zimbini | Mbili | Eji | | Three | Tharo | Kuthathu | Zintathu | Tatu | Eta | | Four | Nne | Kune | Zine | Nne | Erin | | Five | Tlhano | Kuhlanu | Zintlanu | Tano | Arun | | Six | Thataro | Isithupha | Zintandathu | Sita | Efa | | Seven | Supa | Isikhombisa | Isixhenxe | Saba | Eje | | Eight | Robedi | Isishiyagalombili | Sisibhozo | Nane | Ejo | | Nine | Robongwe | Isishiyagalolunye | Lithoba | Tisa | Esan | Download OpenGesture Depth and Color Dataset * Image Classification Custom Model: OpenGesture4Habana - We apply transfer learning technique to retrain a model that h …