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attention-cnn-visualization

Visualizing the filters of a traditional CNN and a CNN with an attention mechanism.

aws-lambda-sqs

A function in lambda triggered by a data push to sqs.

batch-normalization-diy

A manual calculation of batch normalization with Tensorflow and using Tensorflow's built-in module Batch Normalization.

bdd_json_to_xml

Convert Berkeley Deep Drive's json formatted dataset to Pascal VOC XML annotation format.

be-my-guest---recruit-restaurant-eda

Python version of Kaggle's answer:

capsnet-mnist-tf

Capsule network in Tensorflow for MNIST

capsnet-pytorch

Capsule Network with Dynamic Routing using PyTorch version 1.4

capsnet-vs-cnn

Comparison between CNN and CapsNet

chess-with-python

A complete chess game with GUI using python and tkinter (Fully commented)

cloudml-samples

Samples for Google Cloud Machine Learning Engine

continuous-integration-circle

convex-polygon-generator

A python script to generate convex polygons.

creating-a-pipeline-in-blue-ocean

For an introductory tutorial on how to use the Blue Ocean feature of Jenkins to create a Pipeline that builds an application.

deep_hierarchical_classification

PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System

deepcaps

PyTorch implementation of DeepCaps : Going Deeper with Capsule Networks. Original research paper : https://arxiv.org/abs/1904.09546.

deepcaps-pytorch

PyTorch Implementation of "DeepCaps: Going Deeper with Capsule Networks" by Jathushan Rajasegaran et al.

devcon-ml

dft-and-fft-numpy

Discrete Fourier Transform and Fast Fourier Transform implementation using only NumPy with notes of derivation.

drive-01

Using Android phone as the brain to control the EV3 Lego Mindstorm robot through a web application.

drive-01-local

Controlling the EV3 Lego Mindstorm (LeJos) through an Android App (Java.net.Socket)

face-recognition-eigenface-scratch

Face detection and recognition using Eigenfaces implemented with only NumPy and OpenCV

faster-rcnn-rpn

Region Proposal Network (RPN) of Faster R-CNN implementation in Python and Tensorflow 1.8 with explanations.

freelancer-theme

Jekyll theme based on Freelancer Start Bootstrap theme

gps-location-to-node.js-server

grpc-image-streaming

Stream image bytes to the server one row at a time!

hello-world

Hello World repository

i-jepa

PyTorch implementation of I-JEPA

image-caption-generation-pytorch

Understanding the evolution of transformers from RNN. For learning purposes only.

jarvis-march-algorithm

Jarvis' March or Gift Wrapping algorithm to calculate convex hull.

k-means-scratch

Image Segmentation using K-Means (K-Means from scratch)