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Researching on use of transformers in computer vision

Chee Yeo cheeyeo

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Researching on use of transformers in computer vision
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@cheeyeo
cheeyeo / testfunctioncalling.go
Created March 14, 2025 14:35
Example of Gemini Function Calling
package main
import (
"context"
"fmt"
"log"
"os"
"github.com/google/generative-ai-go/genai"
"github.com/hectormalot/omgo"
@cheeyeo
cheeyeo / example.py
Created September 21, 2024 15:47
Example of Template Method design pattern
from abc import ABC, abstractmethod
import re
from typing import Dict, Any
import json
import requests
from bs4 import BeautifulSoup
class Scraper(ABC):
def parse_site(self, url: str, headers: dict={}) -> Dict[str, Any]:
@cheeyeo
cheeyeo / hough_transform.py
Created May 23, 2024 11:34 — forked from panzerama/hough_transform.py
Solution for correcting text skew in image with scipy, scikit
#image processing resources
from skimage.io import imread, imshow
from skimage.filters import gaussian, threshold_otsu
from skimage.feature import canny
from skimage.transform import probabilistic_hough_line, rotate
#testing
import numpy as np
import os
@cheeyeo
cheeyeo / dag2.py
Created May 22, 2024 15:37
Example second workflow for processing images
from urllib.parse import urlparse
from airflow.providers.amazon.aws.hooks.s3 import S3Hook
from airflow.providers.amazon.aws.operators.s3 import S3FileTransformOperator
def file_from_s3(prefix):
"""
Fetches S3 processed file from remote to local /tmp
to allow inference to run on it
"""
@cheeyeo
cheeyeo / dag1.py
Created May 22, 2024 15:27
First DAG for processing S3 files
from airflow.models.dag import DAG
from airflow.api.client.local_client import Client
from airflow.providers.amazon.aws.sensors.sqs import SqsSensor
def analyze_data(ti):
airflow_client = Client(None, None)
messages = ti.xcom_pull(task_ids="sqs_sensor", key="messages")
for msg in messages:
records = json.loads(msg['Body'])
@cheeyeo
cheeyeo / Makefile
Created June 9, 2023 14:36 — forked from alexedwards/Makefile
Boilerplate Makefile for Go projects
# Change these variables as necessary.
MAIN_PACKAGE_PATH := ./cmd/example
BINARY_NAME := example
# ==================================================================================== #
# HELPERS
# ==================================================================================== #
## help: print this help message
.PHONY: help
@cheeyeo
cheeyeo / ColabReconnect.js
Created March 13, 2023 20:00 — forked from josepdecid/ColabReconnect.js
Colab Reconnect
// Interval time to check if runtime is disconnected
interval = 1000 * 60;
// Busy/Reconnect button top-right
reloadButton = document.querySelector('#connect > paper-button > span')
setInterval(() => {
if (reloadButton.innerText == 'Reconnect') {
reloadButton.click();
console.log('Restarting');
@cheeyeo
cheeyeo / custom_client_error_boto3.py
Created June 23, 2020 15:43
Creating a boto3 ClientError manually!
raise ClientError(operation_name='InvalidKeyPair.Duplicate', error_response={
'Error': {
'Code': 'Duplicate',
'Message': 'This is a custom message'
}
}
)
@cheeyeo
cheeyeo / notes.md
Created January 15, 2019 11:31
Adding value to k8 secret

To add a value to a secret we need to ensure it is base64 encoded without whitespace

E.g.

echo -n 'true' | base64 -w0
@cheeyeo
cheeyeo / docker.sh
Created July 16, 2018 08:36
Creating docker container script from phusion ? 2016...?
# example multistage process docker build script from https://blog.phusion.nl/2016/08/31/efficiently-and-conveniently-building-ruby-and-node-js-application-docker-containers-for-production-2
set -e
export IMAGE_NAME=tinco/express-example
export RUN_BUILD="docker run -it --rm -v $PWD:/usr/src/app -w /usr/src/app node:6"
export TEST_COMMAND="./node_modules/mocha/bin/mocha"
function run_image() {