A prototype script that "sees" the configuration of graphic patterns. For now it only works on the pattern cup.
Download the data from Binance, draw the price line and compare it with the standard cup image.
#Riconoscimento pattern grafici tramite AI
#Porcari Daniele's code
from PIL import Image, ImageFilter
import imagehash
import matplotlib.pyplot as plt
import requests
import json
def binanceList(coppia,intervallo,limite):
coppia=coppia.upper()
indirizzo='https://fapi.binance.com/fapi/v1/klines?symbol='+coppia+'&interval='+intervallo+'&limit='+limite
r=requests.get(indirizzo)
file=r.text
lista=json.loads(file)
x=[]
y=[]
for i in range(len(lista)):
x.append(lista[i][0])
y.append(float(lista[i][4]))
return x,y
def disegnaGrafico(x,y,asset):
ok=False
fig=plt.figure(figsize=(14,14))
plt.plot(x,y,color='black')
nome=asset+".png"
plt.savefig(nome)
return nome
def togliCornice(immagine,asset):
ok=False
img=Image.open(immagine)
w,h=img.size
l=180
t=172
r=w-159
b=h-163
nome=asset+"pronta.png"
img.crop((l, t, r, b)).save(nome)
img.close()
return nome
def confronto(attuale,base,base2):
tazza=True
img = Image.open(base)
image_one_hash = imagehash.whash(img)
img2 = Image.open(attuale)
image_two_hash = imagehash.whash(img2)
similarity = image_one_hash - image_two_hash
img.close()
if similarity>20:
img=Image.open(base2)
image_one_hash = imagehash.whash(img)
similarity2 = image_one_hash - image_two_hash
if similarity>similarity2:
similarity=similarity2
tazza=False
img.close()
img2.close()
return similarity,tazza
def confrontoTestaSpalle():
ok=False
return ok
linea=['BTCUSDT',
'LINKUSDT',
'BATUSDT',
'VETUSDT',
'TRXUSDT',
'ETHUSDT',
'BCHUSDT',
'LTCUSDT',
'XRPUSDT',
'EOSUSDT',
'ETCUSDT',
'XTZUSDT',
'BNBUSDT',
'ADAUSDT',
'NEOUSDT',
'XLMUSDT',
'DASHUSDT',
'ZECUSDT',
'XMRUSDT',
'ATOMUSDT',
'ONTUSDT',
'IOTAUSDT',
'QTUMUSDT',
'IOSTUSDT']
for i in range(len(linea)):
print(linea[i])
x,y=binanceList(linea[i],'4h','50')
nomeGraf=disegnaGrafico(x,y,linea[i])
grafOk=togliCornice(nomeGraf,linea[i])
similarity,cup=confronto(grafOk,'tazza.png','tazza2.png')
if cup==True:
print("Possibile tazza ",similarity," - ",linea[i])
else:
print(similarity," - ",linea[i])
Copy and save the following images with the name of: cup.png and cup2.png
If you like the blog remember that you can support my work by donating cryptocurrencies to the addresses at the top right or at this link go fund me.
If you like the blog remember that you can support my work by donating cryptocurrencies to the addresses at the top right or at this link go fund me.
