wmjpillow

DiseasesDetection-On-ChestXRays-With-DeepLearning

CS541-Deep Learning Course Project

FlameMotionDetection

flame motion detection with deepgaze

CS543_HW3

Generate a forest of trees using an iterated function system (IFS) called Lindenmayer Systems (a.k.a. L-Systems), and place those trees on a "ground plane." I also insert PLY models of a car and other PLY objects and place it on the ground plane to model a park.

deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

fire-detection-cnn

real-time fire detection in video imagery using a convolutonal neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon)

CNNGestureRecognizer

Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV

ComputerGraphics_OpenGL

CS543_HW4: In this project I will add more realism to a high resolution model of a cow statue, implement per-fragment lighting, shading, texturing and shadows.

CS-Notes

:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计

CS543_HW2

In this project, I will load a mesh stored in the .ply file format, render it as a 3D wireframe model using Vertex Buffer Object and also add keyboard control that let us move the .ply file around.

CS543_HW5

In this project I will implement some of the image manipulation operations we discussed in class. I will program various GLSL fragment shaders that implement various operations that we learned in class and control the effects interactively using keystrokes. I will load generating/loading and unloading 2 textures (a BMP image and a Mandelbrot Fractal).

CS573.VIS.experiment

Demo: https://wmjpillow.github.io/CS573.VIS.experiment/

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

DeepLearningVideoGames

flame-detection-system

A video-based multi-feature flame detection system.

Gesture-Recognition-101-CoreML-ARKit

Simple project to recognize hands in realtime. 👋 Serves as an Example for building your own object recognizer.

image-analogies

Generate image analogies using neural matching and blending.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Object-detection

Object detection project for real-time (webcam) and offline (video processing) application.

object_detector_app

Real-Time Object Recognition App with Tensorflow and OpenCV

realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!

Super-mario-bros-A3C-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

sushi_detector_dataset

This dataset is used to train sushi recognition model using Tensorflow Object Detection API

tensorflowiOS

A Real Time Object Detection application on iOS using Tensorflow and pre-trained COCO dataset models. Video frames are captured and inference is done locally using the provided mobilenet models. Both Swift and Objective-C projects.

tswift-detection

Using the TensorFlow Object Detection API and Cloud ML Engine to build a Taylor Swift detector

vrmap

Virtual Reality Map (WebVR experiment)