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with torch.no_grad(): | |
for idx, (image, _) in enumerate( | |
tqdm(loader, desc="Create embeddings matrix", total=len(loader)), | |
): | |
embeddings = np.empty([1,512]) | |
embeddings[int(0) :] = F.normalize(backbone(image.to(device))).cpu() | |
image = image[0].permute(1,2,0) | |
imgarr = image.cpu().detach().numpy() | |
print(imgarr.dtype) | |
opencvImage = cv2.cvtColor(imgarr, cv2.COLOR_RGB2BGR) |
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//Function to get to convert to bytes the base64 values from python | |
function base64ToUint8Array(base64) { | |
var binaryString = atob(base64); | |
var len = binaryString.length; | |
var bytes = new Uint8Array(len); | |
for (var i = 0; i < len; i++) { | |
bytes[i] = binaryString.charCodeAt(i); | |
} | |
return bytes; |
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from Crypto.Cipher import AES | |
from Crypto.Random import get_random_bytes | |
import base64 | |
def encrypt_aes_gcm(plaintext, key): | |
cipher = AES.new(key, AES.MODE_GCM) | |
ciphertext, tag = cipher.encrypt_and_digest(plaintext) | |
return ciphertext, cipher.nonce, tag | |
# Example usage |
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inflect | |
librosa==0.9.2 | |
matplotlib | |
numpy | |
Pillow | |
PyQt5 | |
scikit-learn | |
scipy | |
sounddevice | |
SoundFile==0.10.3.post1 |
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