CNN
Instructions for files for better interpretation--
HAND_DETECTION.ipynb----hand detection without using CNN. coded using OpenCV
data1--https://www.kaggle.com/gti-upm/leapgestrecog 1st dataset
data2--https://www.kaggle.com/evernext10/hand-gesture-of-the-colombian-sign-language 2nd dataset
model1--self generated model by referring others contribution in Git and kaggle
model2--fine tuning VGG16 model
model1_data2.ipynb --training model1 over data2
model2_data2.ipynb --training model2 over data2
testing_cam_data1.ipynb --classifying camera snapshot taken from webacm for model1 and model2 over data1
testing_cam_data2.ipynb --classifying camera snapshot taken from webacm for model1 and model2 over data2
gpu_data1.ipynb --training model1 and model2 over data1 using GPU in colab
gpu_data2.ipynb --training model1 and model2 over data1 using GPU in colab
SOS_REPORT_FINAL--PDF REPORT OF PROJECT