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ranju2015's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

nima icon nima

Implementation of NIMA: Neural Image Assessment

scene-parsing-framework-with-context-adaptive-feature-intregation icon scene-parsing-framework-with-context-adaptive-feature-intregation

The proposed model can be divided into 3 logical layers or modules. The first layer (i.e., the Visual Layer) is introduced to extract optimized features using a Genetic Algorithm and train the One-vs-All binary classifier. The following layer deals with contextual information that learns the global and local contexts of an image. The final layer combines all the information optimally using a noble MLP-based regression method to produce the final class label.

tensortraffic icon tensortraffic

TensorTraffic is a tool for approximating traffic simulations using neural networks

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

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