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CodewithAJ
เข้าร่วมเมื่อ 23 พ.ค. 2013
Deepfake Video Detection Using Long Short-Term Memory
Deepfake Video Detection Using Long Short-Term Memory
มุมมอง: 33
วีดีโอ
GitHub Copilot generating CloudFormation
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Simple demo of GitHub copilot generating the CloudFormation
Deepfake Detection Model Creation Steps
มุมมอง 35K2 ปีที่แล้ว
GitHub link : github.com/abhijitjadhav1998/Deepfake_detection_using_deep_learning Note: Please read Copyright agreement before copying the code Connect Us: Abhijit Jadhav : www.linkedin.com/in/abhijitjadhav1998/ Bored at work want to have some fun, Do follow my Instagram meme page. Instagram : frustrated_dev
Deepfake Detection Project | Steps to Run application
มุมมอง 33K3 ปีที่แล้ว
Link to workflow of project: th-cam.com/video/_q16aJTXVRE/w-d-xo.html Github link : github.com/abhijitjadhav1998/Deepfake_detection_using_deep_learning Check if GPU is compatible: developer.nvidia.com/cuda-gpus For the above video you will able know the following points: 00:00 Prerequisites 03:30 Python 3.6.8 installation 06:09 Installation of Git 07:40 Start running the project 13:06 No matchi...
Deepfake Detection Project using LSTM and ResNext CNN
มุมมอง 63K4 ปีที่แล้ว
For the above video you will able know the following points: 00:00 Problem Statement 00:58 Introduction 02:02 Why Deep fake detection? 03:03 How Deep fakes are created? 04:01 System Architecture 05:21 Data set Gathering 06:39 Pre-processing 08:24 Model Architecture 09:54 Training Work Flow 11:18 Prediction WorkFlow 11:59 Tools and technologies 12:38 Trained Model Results 13:44 Demo 17:41 FAQ Pl...
Linked list Project using File Handling in C Data structures| create,read,write,display
มุมมอง 17K6 ปีที่แล้ว
Railway Reservation System Linked list Project using File Handling in C Data structures Code testing and debugging. 1. Create 2. Read 3. Write 4. Display 5. Sort 6. Insert 7. Modify 8. Delete 9. Search link to download source code: github.com/abhijitjadhav1998/Railway-reservation-system.git
Does anyone have a link to the complete dataset?
Abhijit jadav's project
Source code and dataset
I m not getting requirements.txt file error is there
could we get the code for this
Im trying to create a face only dataset with the entire dataset in colab but couldnt process the entire dataset while creating the dataset results in NAN
bro on subtitles and watch from this timestamp : 6:40
Did anybody able to execute the project ? Nobody in the comment said it that's why asking
bro if u have the sample videos to test please provide
bro can you provide us sample videos
Can u pls lemme know in ehich folder, the default videos are placed?
Database design
I'm getting trouble at 37:01 Please help me
for anyone facing problem at 33:09 in line 9 make 0.75 instead of .8 in training data
Still getting same error
@@Watchwell-re7 change the metadata file, include the videos that r only in your dataset
Thank you for the project after some changes we have increased efficiency and the project working perfectly
Bro please help me out for the installation of the project..
can you help me out with that too?
bro help with this project
Please help
can u help me with the project
Project not executing.... Trying for 2 weeks.
I am getting the same error "index 0 is out of bounds for axis 0 with size 0" from 33:31 can you please explain how to fix it
Did you fix it ?
Every video is showing as fake while my confidence of prediction is showing as NaN....anyway to solve this?
did you solve this ?
This model is predicting all videos as "Fake", idk what the problem is but guyz you should not waste time on this
It's giving confidence prediction as 0 i dont know why
did you try to fix it ?
I mean like if you are "exactly following the video", the part where he only take 16 videos for training , ofc you would get "Fake". This was just demo.
Can someone help me with checkpoint.pt part... it doesn't show up in my case Everything has worked just not this part
Can someone help with the checkpoint.pt part.. I can't find it
Same problem here, I didn't get.please tell me what should I do
Have u fixed this problem ?
I want ppt can ur help
i am having error in the confusion matrix part pls help
Hey can you help me with checkpoint.pt file. It doesn't show up or did he uploaded it from somewhere else? Confusion matrix is working for me
@@abhilashbaruah766 can You help me with confusion matrix please
Did you resolve this??
@@abhilashbaruah766 u got the confusion Matrix?
There is no accuracy in the model ,it predicts real to all the videos
During training my loss is decreasing but while testing the loss is NaN. Can anyone tell me why is this happening even though i followed all the steps.
did you fix it ? I am getting the same error too
how to run the server in mac it's not working
are u an idiot??u cant run it in mAC
During preprocessing it's taking a lot of time at this step 20:21 when the videos are more The cropped videos are getting uploaded in the folder but after a few videos of uploading, it's showing the error like "RuntimeError: Error while calling cudaGetDevice(&the_device_id) in file /tmp/pip-install-loecphvp/dlib_62587e4e443c49619aa19346dd9ad83f/dlib/cuda/gpu_data.cpp:204. code: 35, reason: CUDA driver version is insufficient for CUDA runtime version". It almost took me around 3 hours for uploading the cropped videos in the folder. Even though i got error in between Has anyone solution to this?
use GPU
What a waste of an evening. Comments suggest no one got this working😅
What does the sequence length mean. We are processing 150 frames for all videos right? then what is the difference in changing sequence length. How is the dataset used in models of each sequence length different
bro have you installed the project??
What does the sequence length mean. We are processing 150 frames for all videos right? then what is the difference in changing sequence length. How is the dataset used in models of each sequence length different
I need your help to run the code. I wish you reply fast
Hi bro , the code has stuck running and it shows it requires more time to complete the execution
Getting issue while installing pytorch
From where we get code of it
is your project working please reply
Did you have code for this project?
bro let me know the procedure of removing_audio_altered.csv
Bro pls upload a video how to filter the audio altered deepfakes
Thanks brother you helped me alot 💯✅😌
Wheather the result are correct
Did anyone encountered with this same error? Please help🙏🙏 File "C:\Drive D\DEEPFAKE\Deepfake_detection_using_deep_learning\Django Application\venv\lib\site-packages\django\urls esolvers.py", line 597, in url_patterns raise ImproperlyConfigured(msg.format(name=self.urlconf_name)) django.core.exceptions.ImproperlyConfigured: The included URLconf 'project_settings.urls' does not appear to have any patterns in it. If you see valid patterns in the file then the issue is probably caused by a circular import.
bro I have struck with same problem ,did you got it
@@rohith2758no I haven't, can anyone please help us 🙏
itne kam subscriber hai firr bhi answer nhi de rha
AssertionError at /predict/ Torch not compiled with CUDA enabled can someone help me ?
Bro it need Nvidia graphics card with cuda version
@@v.c.dinesh i got an error localhost/predict/ - Server Error (500) how can i fix it? | i run all with docker on cmd
bro did you get the solution for this?
@@mrpixelatedgod no bro
@@ManMohanOct18 I'm getting the same error and internet says I need to reinstall my CUDA or something 😭😭
Where is checkpoint.pt file to get from
Bro i have run this in colab but index error in final stage of prediction
bro have u done ?
Ss bro currently working on this project
Bro ,did it work? How's your progress
Same no difference@@aswinkr5674
project executed?
i am not able to download faceforensics++ dataset.can anyone help me for the same
because in running script it is showing some error
Can i run this project in colab
projected executed?
@@ruthwikreddy8600 no
@@ruthwikreddy8600 no bro
bro please give the code for designing the webpage
your docker container gives 502 bad gateway ngnix
if anyone have this file please help me.
Can u provide metadata_audio_altered.csv please?
i am getting error at 33:09 please help
How to solve that issue at 0:33:09
bro have you solved this issue
@@ShiftTheNarrative try to make ur own csv file this solved my error
import os import pandas as pd # Directory paths directory_0 = '/content/drive/MyDrive/FinalYear_Project/Video/Celeb-synthesis' directory_1 = '/content/drive/MyDrive/FinalYear_Project/Video/Celeb-real' directory_2 = '/content/drive/MyDrive/FinalYear_Project/Video/TH-cam-real' # Function to extract filename from full path def extract_filename(file_path): return os.path.basename(file_path) # List files in each directory files_0 = [extract_filename(os.path.join(directory_0, file)) for file in os.listdir(directory_0)] files_1 = [extract_filename(os.path.join(directory_1, file)) for file in os.listdir(directory_1)] files_2 = [extract_filename(os.path.join(directory_2, file)) for file in os.listdir(directory_2)] # Create a DataFrame with file paths and labels df_0 = pd.DataFrame({'file': files_0, 'label': 'FAKE'}) df_1 = pd.DataFrame({'file': files_1, 'label': 'REAL'}) df_2 = pd.DataFrame({'file': files_2, 'label': 'REAL'}) # Concatenate the DataFrames df_combined = pd.concat([df_0, df_1, df_2], ignore_index=True) # Shuffle the DataFrame if needed df_combined = df_combined.sample(frac=1, random_state=42).reset_index(drop=True) # Save the DataFrame to a CSV file csv_filename = '/content/drive/MyDrive/FinalYear_Project/Video/videodata.csv' df_combined.to_csv(csv_filename, index=False) print(f"CSV file '{csv_filename}' created successfully.") change it according to ur dataset