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100-days-of-ml-code

100 Days of ML Coding

3d-coded

Pytorch Implementation for the project : 3D-CODED : 3D Correspondences by Deep Deformation"

3d-object-reconstruction

This repository consist of python code, input and output images for generating a point cloud obtained from a depth map image of a stereo image pair. Point cloud of an object allows a robot to determine coordinates of every point of that object with respect to world coordinates. It is extremely useful in humanoid robots.

3d-sis

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

3d-tiles

Specification for streaming massive heterogeneous 3D geospatial datasets :earth_americas:

3d-tracking

Object tracking with OpenCV based on stereo camera images

3d_cnn_tensorflow

KITTI data processing and 3D CNN for Vehicle Detection

3d_pose_estimation

This is the code for "Machine Vision" By Siraj Raval on Youtube

3dgan-release

3D Generative Adversarial Network

3dvp

Data-Driven 3D Voxel Patterns for Object Category Recognition

a-self-driving-car-using-behavioral-cloning

ab3dmot

Official Python Implementation for "A Baseline for 3D Multi-Object Tracking", In Submission

acai

Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"

action_conditioned_gan_demo

Demo GIF of samples from action condtioned GAN

action_conditioned_gans

An implementation of conditional video prediction based on various GANs.

adanet

Fast and flexible AutoML with learning guarantees.

adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers.

adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

advis.js

[Open source] AdVis.js: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.

ai-for-adversarial-games

Building classical minimax + alpha-beta pruning algorithms (with hardcoded heuristics for extremely complex game spaces), and beating them with modern reinforcement learning techniques.

ai-programmer

Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

ai_dresses_itself

This is the code for "AI that Dresses Itself" By Siraj Raval on Youtube

airsim

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airsimtensorflow

A simple example of using Microsoft AirSim to train a TensorFlow neural net on collision avoidance

albumentations

fast image augmentation library and easy to use wrapper around other libraries

alicevision

Photogrammetric Computer Vision Framework

anticipating-activities

arbitrary-image-stylization-tfjs

Arbitrary image stylization using TensorFlow.js

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

audio_adversarial_examples

Targeted Adversarial Examples on Speech-to-Text systems