Vince (@mrdvince)
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mrdvince

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Top repositories

1

breast_cancer_detection

Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images.
Python
52
star
2

autoencoders

Autoencoders are neural networks used for data compression, image de-noising, and dimensionality reduction. Using PyTorch.
Python
5
star
3

ezolimo

ezolimo, a companion app for the box of crayons repo built with flutter, and basically "frankensteined" code.
Dart
3
star
4

pytorch_chatbot

A chatbot implemented using PyTorch, using Cornell Movie-Quotes Corpus which contains a large metadata-rich collection of fictional conversations extracted from raw movie scripts
Python
3
star
5

image_captioning

Automatically produce captions given an input image, using a resnet 50 as the encoder and a custom defined Decoder RNN, basically by combining a CNN for feature extraction and an RNN
Jupyter Notebook
3
star
6

pytorchfb-lab

An image classifier built using Pytorch as part of the Udacity Pytorch facebook challenge lab project. Using a flower dataset containing 102 flower classes.
Jupyter Notebook
2
star
7

anga

Using a pre-trained efficientnet (for experimental purposes) to classifier plant diseases given an image. Plant village challenge dataset.
Python
2
star
8

melanoma_SIIM_ISIC

SIIM-ISIC Melanoma Classification, Identify melanoma in lesion images.(Skin cancer is the most prevalent type of cancer. Melanoma, specifically, is responsible for 75% of skin cancer deaths, despite being the least common skin cancer.)
Python
2
star
9

rmon

An interpreter in Rust
Rust
1
star
10

maskedlm

Using distilled bert language model for mask predictions, Serving it using a flask api endpoint
Python
1
star
11

collaboration_competition

Collaboration and Competition (using multi agent reinforcement learning). Train a pair of agents to play tennis.
Jupyter Notebook
1
star
12

tensorflow_noob_impls

A bunch of TF implementations. n00b tensorflow repo.
Python
1
star
13

houc

A sort of banking and loan application flutter app using firebase for auth and storage and designs stitched together from different sources online. Arranged as feature by folder.
Dart
1
star
14

unity_navigation

Using a Deep Q Network to train an agent to collect only yellow bananas leaving the blue ones in a unity ml-agents environment
Jupyter Notebook
1
star
15

flutter_adventures

This repo contains demo/pet projects built for the sole purpose of learning flutter. Feel free to clone and run some samples.
Dart
1
star
16

sentiment-analysis

Jupyter Notebook
1
star
17

hmm_tagger

A hidden Markov model for part of speech tagging using Pomegranate library with a universal target set
Jupyter Notebook
1
star
18

maddpg_lab

Multi-Agent reinforcement learning, goal is to train an agent to solve the Physical Deception problem.
Python
1
star
19

docker_self_hosted_registry

docker custom/private registry config, images stored on an AWS S3 bucket, ssl and traefik as the reverse proxy.
1
star