Robotics Academy - Improve Deep learning Exercise


*Custom train or find an enhanced DL model trained to detect only humans specifically. Changes to the pre-processing and post-processing part would have to be made as per the input and output structure of the new model. *Enhancing the model benchmarking part in terms of its interpretability, use case, accuracy, and visual appeal to the user. *Enabling GPU support while executing the exercise from the docker container. *Fluent exercise execution. *Building a tutorial for the exercise using the Keras Framework, which uses Theano and Tensorflow frameworks as backend.


[6] MobileNetV2: Inverted Residuals and Linear Bottlenecks.” 2018
[7] Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
[8] Knowledge Distillation