amanmeet Goto Github PK

2d_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

3d-machine-learning

A resource repository for 3D machine learning

3dod_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

amanmeet.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-slam

A curated list of awesome SLAM tutorials, projects and communities.

binary-face-alignment

Real time face alignment

binary-human-pose-estimation

This code implements a demo of the Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources paper by Adrian Bulat and Georgios Tzimiropoulos.

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deformable-convnets

Deformable Convolutional Networks

expression-net

Deep 3DMM facial expression parameter extraction

faceposeestimation

Face Pose Estimation using opencv and dlib

faciallandmark_caffe

Facial Landmark Detection with Caffe CNN. Face alignment avaiable.

frameglimpses

gcn

Implementation of Graph Convolutional Networks in TensorFlow

hair-segmentation-pytorch

hyperface-tensorflow-implementation

HyperFace

hyperface-with-squeezenet

Two multitasking CNNs for simultaneous face detection, landmarks estimation and visibility, pose estimation and gender recognition. hyperface.py concatenates feature maps from initial, mid and final layers of the network and then branches out to different heads. multiout.py branches from the final layer of the network to different heads. DataGen2.py is the Data Generator used for reading multiple labels from json files. It is a modified version of Keras's default Data Generator. The idea is based on the following paper - [1] R. Ranjan, V. M. Patel, and R. Chellappa. Hyperface: A deep multitask learning framework for face detection, landmark localization, pose estimation, and gender recognition. CoRR, abs/1603.01249, 2016. The implementation is slightly different. The original HyperFace architecture is built on top of AlexNet while the implementation here uses another architecture called SqueezeNet.

integral-human-pose

Integral Human Pose Regression

ios_ml

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

koan

ladder-densenet

mobile-semantic-segmentation

Real-Time Semantic Segmentation in Mobile device

mobilepose-pytorch

Single Person Pose Estimation for Mobile Device

persistence-learning

Persistence Learning

personlab-tf

implementation of PersonLab(https://arxiv.org/abs/1803.08225) using TF-slim