Pinned Repositories
1_cycle
A disciplined approach to neural network parameters - Reviewing the approach for setting Hyper parameters by Leslie Smith
Colab_UI
UI interface based on Vision_UI using fastai compatible with Google Colab
fast_gui
https://asvcode.github.io/fast_gui/
fastai_resources
Fastai resources
fmi
Additional functionality for use with fastai’s medical imaging module
MedicalImaging
Tutorials that take an in depth look at how to view and manipulate DICOM images and how to get them ready for machine learning
NIH_Pill_Recognition
Testing ground for improving prescription medication recognition with minimal data
Pill_ID
Insight AI project
State-Drug-Utilization-Data
Publication of these drug utilization data sets have been available since the start of the Medicaid Drug Rebate Program, where states report drug utilization for covered outpatient drugs paid for by state Medicaid agencies.
Vision_UI
UI visual interface for fastai - now compatible with Google Colab
asvcode's Repositories
asvcode/Build-a-game-playing-agent
This project consists of developing an adversarial search agent to play the game "Isolation"
asvcode/AIND-Planning
asvcode/AIND-Recognizer
asvcode/AIND-Soduku
In this project, you will be writing code to implement two extensions of our sudoku solver. The first one will be to implement the technique called "naked twins". The second one will be to modify our existing code to solve a diagonal sudoku. To complete this project you will use the tools you learned about in the lesson, and build upon them.
asvcode/awesome-deep-vision
A curated list of deep learning resources for computer vision
asvcode/awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
asvcode/Build-a-sign-language-recognizer
Building a system that can recognizes words communicated using the American Sign Language (ASL) using a dataset that contains tracked hand and nose positions extracted from video. The goal is to train a set of Hidden Markov Models (HMMs) using part of this dataset to try and identify individual words from test sequences.
asvcode/cardiac-segmentation
Right Ventricle Cardiac MRI Segmentation
asvcode/CarND-LaneLines-P1
Lane Finding Project for Self-Driving Car ND
asvcode/cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
asvcode/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
asvcode/cv-tricks.com
Repository for all the tutorials and codes shared at cv-tricks.com
asvcode/Deep-Learning-1
A few notebooks about deep learning in pytorch
asvcode/deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
asvcode/EffectiveTensorflow
TensorFlow tutorials and best practices.
asvcode/example
asvcode/fastai_workspace
My work during fast-ai course
asvcode/Implement-a-Planning-Search
This project involves defining a group of problems in classical PDDL (Planning Domain Definition Language) for the air cargo domain problem. The project involves experimenting with various automatically generated heuristics, including planning graph heuristics, to solve the problems, and then provide an analysis of the results which include a research review paper on the historical development of planning techniques and their use in artificial intelligence.
asvcode/labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
asvcode/machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
asvcode/ml-cheatsheet
A constantly updated python machine learning cheatsheet
asvcode/models
Models and examples built with TensorFlow
asvcode/Python-for-Data-Scientists
Deliverable: This Jupyter notebook will help aspiring data scientists learn and practice the necessary python code needed for many data science projects.
asvcode/python3_with_pleasure
A short guide on features of Python 3
asvcode/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
asvcode/pytorch-kaggle-starter
Pytorch starter kit for Kaggle competitions
asvcode/pytorch-tutorials
asvcode/raccoon-dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
asvcode/tensorflow-image-classification
CNN for multi-class image recognition in tensorflow
asvcode/ud851-Sunshine