agoila
Autonomous Driving | Deep Learning | Robotics | Vehicle Controls
AVL North AmericaLos Angeles, CA
Pinned Repositories
AutoDrive
Autonomous Driving with the Raspberry Pi. (Supervised and Reinforcement Learning Techniques)
char-RNN-TensorFlow
Building a Character-wise RNN with TensorFlow
deepQ-learning-openaiGym
Implement a deep Q-learning network to play a simple game from OpenAI Gym.
lisa-faster-R-CNN
Training a Faster R-CNN from scratch on LISA Traffic Signs dataset using TensorFlow Object Detection API
pytudes
Python programs to practice or demonstrate skills by Peter Norvig
strong-lenses
Strong Lens research at MDST
transfer-learning
Use VGGNet to classify images of flowers.
udacity-dlnd-P5
Generating faces using DCGANs
udacity-fcnd-P1
Backyard Flyer project from Udacity Flying Car Nanodegree
udacity-mlnd-P2
Supervised Learning - Finding Donors for CharityML
agoila's Repositories
agoila/lisa-faster-R-CNN
Training a Faster R-CNN from scratch on LISA Traffic Signs dataset using TensorFlow Object Detection API
agoila/transfer-learning
Use VGGNet to classify images of flowers.
agoila/AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
agoila/agoila.github.io
Ankit's blog
agoila/aiy-projects
Experiments with the Google AIY Vision & Voice kits
agoila/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
agoila/colab-notebooks
A collection of Colab notebooks
agoila/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
agoila/Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
agoila/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
agoila/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
agoila/udacity-fcnd-P1
Backyard Flyer project from Udacity Flying Car Nanodegree
agoila/udacity-mlnd-P2
Supervised Learning - Finding Donors for CharityML
agoila/fastai
The fast.ai deep learning library, lessons, and tutorials
agoila/fsdl-text-recognizer-project
Full Stack Deep Learning Bootcamp Project (Public)
agoila/github-pages-with-jekyll
agoila/github-slideshow
A robot powered training repository :robot:
agoila/gpu-builds
A listing of GPU builds that I found useful, to help those working on setting up their own on-prem DL solution.
agoila/intro-html
A robot powered training repository :robot:
agoila/ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
agoila/pointer-generator
Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"
agoila/python-practice
Repository for storing python practice problems and solutions
agoila/Reading_diaries
A repository for tracking the results of a reading challenge amongst my friends
agoila/RL-Adventure
Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.
agoila/tensorflow-object-detection-api
My experiments with the TensorFlow Object Detection API
agoila/ud120-projects
Starter project code for students taking Udacity ud120
agoila/UdacityCppND
Project repo for Udacity's C++ Nanodegree
agoila/UdacityIntroSDCND
Project repo for Udacity's Introduction to Self Driving Cars Nanodegree
agoila/UdacitySFND
Project repo for Udacity's Sensor Fusion Nanodegree
agoila/yane-mpc
YANE MPC framework