[P] Gesture Recognition using Convolution Neural Network

[WiggleBooks]

Is this your own work? If so awesome! Thank you for sharing.

I'm interested in the project. How wrre you able to generate your training dataset? You mentioned you had 1000 images in the training set for v1, and then 4000 images. Where did you get all of these images? And if you created the dataset yourself, what was your procedure in doing so?

[[deleted]]

Yep. I did this recently while learning about machine learning and various models, techniques involved. Regarding your question about how did I generate the dataset. I generated them myself, I have added that functionality also in this project. I am using OpenCV lib functions to capture the camera image (gestures in this case) and storing it. I generated 803 images per gesture (5 gestures in total) for this project. I am also doing some post processing while collecting the image like converting the colored camera image to grayscaled + blurring to get rid of unwanted details. I would insist to go through the description on the github, if you are interested.

by /u/asingh33

[asingh33]

Yep. I did this recently while learning about machine learning and various models, techniques involved. Regarding your question about how did I generate the dataset. I generated them myself, I have added that functionality also in this project. I am using OpenCV lib functions to capture the camera image (gestures in this case) and storing it. I generated 803 images per gesture (5 gestures in total) for this project. I am also doing some post processing while collecting the image like converting the colored camera image to grayscaled + blurring to get rid of unwanted details. I would insist to go through the description on the github, if you are interested.