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Hans Ob1's Projects

deep_eye icon deep_eye

DeepEye is a surveillance application leveraging the current sate of art deep learning and computer vision techniques. Current back-end framework uses Google Object Detection Api for object detection and tracking. It is open-source and feel free to modify for your own usage.

deepnude-an-image-to-image-technology icon deepnude-an-image-to-image-technology

DeepNude's pix2pixHD algorithms(proposed by NVIDIA) and general-purpose Image-to-Image theory and practice research. DeepNude的pix2pixHD算法(英伟达提出)以及通用的Image-to-Image理论与实践研究。

flappybird-neat-js icon flappybird-neat-js

Clone of flappy bird game in javascript, developed an AI to play this game and added some interesting difficulty. The baseline algorithm is neuro-evolution which evolves a set of feed foward after a number of generations.

mobilenet-ssd icon mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

motion_camera icon motion_camera

This package uses your idle web-cam as a video recording device. Video recording is triggered based on motion and is data/time stamped. The intention is to develop a smart camera software that can be monitored remotely.

neural_cam_dnn icon neural_cam_dnn

neural_cam module turn your usb camera into a smart camera that can detect objects it trained on. At the core is the state of the art deep learning (CNN) based on Darknet framework developed by Joseph Redmon.

neural_cam_ros icon neural_cam_ros

This package is essentially a ros-wrapper of neural_cam. More features would be added in the future, geared towards mobile robot platform. Eventual goal of this package is to solve the problem of given an image, where is the obstacle with respect to the robot in a 3D space.

object_tracker_ros icon object_tracker_ros

Based on ROS and cpp. This object tracker serves an extension to neural-cam-ros package. The tracker is implemented based on extended kalman filter and hungarian algorithm.

reactjs-signup-form icon reactjs-signup-form

This is a registering form done using reactjs and send over to backend python framework

roop icon roop

one-click deepfake (face swap)

simple-signup icon simple-signup

Code samples used in the blog post "How to Create User Sign Up View"

tensorchat_fb icon tensorchat_fb

A simple context-aware facebook messenger chatbot built using tensorflow. Training of the model is done offline and deployed as a Flask app on Heroku.

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