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anasgit's Projects

3d-r2n2 icon 3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

azsegface icon azsegface

A Semantic Segmentation Network trained to segment Human Faces in potrait photos

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-conf-matrix icon caffe-conf-matrix

Pyhton layer for the Caffe deep learning framework to compute the accuracy and the confusion matrix.

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

computer-vision icon computer-vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

crowd-counting-system-using-unmanned-aerial-vehicle-uav- icon crowd-counting-system-using-unmanned-aerial-vehicle-uav-

Unmanned Aerial Vehicle (UAV) has created much significance in recent times. It is the booming technology which are mostly used in military applications, their use is rapidly expanding to commercial, scientific, agricultural and other applications. In this research, we proposed a model to estimate the density of crowd from aerial view. Our model used Gaussian Kernels to create the heat map (density map), which is used to estimate crowd in an image. We had deployed our model on raspberry pi to estimate crowd in real time from aerial view which has significant accuracy.

crowdflow icon crowdflow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

csrnet-pytorch icon csrnet-pytorch

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

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