Fixed the geometry perspective to follow the article from Farid.

Fixed visual problem of the vanishing heatmap. Also fixed redundant logs

Fixed Mobile support. Added a new AI media detection mechanism by Farid, that creates geometric lines. Fixed logs

Added email code verif

Fixed loader stuck, Added a new feedback mechanism, and fixed sound upon analysis

Fix model auto-generation, sync cinematic loaders, update guest CTA

[Updated Feature] > Updated every file_route, user_route, so that guest users can login and only upload 5 videos, 1 image per IP

[Feature Updated] > Updated anomaly_gif_maker a lot, to be able to precisely extract frames from the video, where the model and pipeline think that part is AI.

[Feature Added] > anomaly_gif_maker. This feature detects the frame where the pipeline thinks it is AI, converts it to gif and shows a side by side comparision to the Original Video, while also annotating the 'Peak Glitch' on the AI RADIANCE MAP gif

[Feature Added] > Added gif maker for video anomaly detector, where the AI detects where the anomaly is and generates a small gif with comparision to Original and AI Radiance Map.

[Feature Added + Updated] > Addediffusion spectrum analyzer which analyzes the video in a more mathematical manner and detects if it's AI or not. Also updated some files to support diffusion spectrum analyzer

[Feature Added] > Model Drift Detection mechanism. This feature checks, if the model is confident in predicting the new uploaded images/videos as AI or not, if not then we need to retrain the model.

[Feature Updated] > Tweaked aggregator for video processing a bit to identify videos more effectively

[Feature Added] > Video Pipeline. Have to update the confidence and ai_analysis param for images, where they won't appear.

[Feature Added] > Added the Ensemble Aggregator which acts as the Supreme Court of the Pipeline. Listens to all the four distinct detectors and weighs evidence to a final verdict.

[Feature Added] > Video metadata analyzer. This extracts the metadata from any video and judges it on those information scrapped.

[Updated Features] > Updated explainer and attribution with a new model, and support for better heatmap.

[Feature Added] > motion detector. This detects motion using Farneback Flow, which tracks motion using mathematical equations. If motion is violent and closer to 1.0 - It is AI, If motion is smooth and lower - it is Natural.

[Feature Added] > frame_detector. This detects frames and spits out AI or REAL, based on the provided Video. Tested completely, with EDGE CASES.

Feature Added -> frame_extractor (Extracts Frames safely. Tested with EDGE Cases too, where graceful termination is a must.)

Initial commit of full project [remaining backend some parts and frontend to be done yet]