diegobonilla98
Self-taught programmer. Machine Learning, Deep Learning. Follow me! https://www.linkedin.com/in/diego-bonilla-salvador/
Valencia
Pinned Repositories
3D-model-From-Single-image
A 3D implementation of the mono-depth neural network for modeling estimation.
Believable-Human-Writing-Conversor
A script that transforms any text to human-like writing.
Deep-Mouse-Hand-Pose-Estimation
Mouse controller based on hand pose estimation
Denoising-Diffusion-Toy-Implementation
An implementation of DDM to play with.
EchoSight
Joint embedding space for audio and video modalities
PixLore
Welcome to the repository of our state-of-the-art image captioning model. We have combined the strengths of the BLIP-2 (Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models) model with LoRa (Low-Rank Adaptation of Large Language Models) to create an effective and precise image captioning tool.
Self-Supervised-Learning-With-VigReg
Self-Supervised network following the paper VigReg.
Unsupervised-Domain-Adaptation-Pytorch
Semipersonal implementation of the paper "Unsupervised Domain Adaptation by Backpropagation"
Video_Point_Tracking_OpenCV
Track points in a video using the SIFT algorithm and OpenCV.
Vision-Transformers-Pytorch-Implementation
diegobonilla98's Repositories
diegobonilla98/Human-Like-Typing-Simulator
This project provides a solution for students and educators in environments where typing authenticity is scrutinized
diegobonilla98/CERMatch
CERMatch is a novel Python library designed for evaluating Optical Character Recognition (OCR) systems using Character Error Rate (CER) based metrics. This library provides a unique method for matching ground truth text words with predicted words, offering a comprehensive analysis of OCR accuracy.
diegobonilla98/Drawing-Assistant-CLIP
Using CLIP to guess whatever you can imagine drawing.
diegobonilla98/Homeostatic-Neural-Networks
Non-official and toy implementation of the fun paper: "Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift"
diegobonilla98/MTG-Card-Creation
MTG Card Creator: A Fusion of GPT and Stable Diffusion
diegobonilla98/Vision-Transformers-Pytorch-Implementation
diegobonilla98/Denoising-Diffusion-Toy-Implementation
An implementation of DDM to play with.
diegobonilla98/EchoSight
Joint embedding space for audio and video modalities
diegobonilla98/HorNet-Toy-Implementation
A personal and simple toy implementation of the paper "HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions"
diegobonilla98/PixLore
Welcome to the repository of our state-of-the-art image captioning model. We have combined the strengths of the BLIP-2 (Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models) model with LoRa (Low-Rank Adaptation of Large Language Models) to create an effective and precise image captioning tool.
diegobonilla98/Self-Supervised-Learning-With-VigReg
Self-Supervised network following the paper VigReg.
diegobonilla98/-Fish-Pond-AR
A visual demo of a fish pond with responsive movement.
diegobonilla98/2D-Neural-Fields-Rendering
Image Neural Rendering using Neural Fields
diegobonilla98/Book-Sentiment-Analysis-Trends
A small toy project using RoBERTa for sentiment analisys.
diegobonilla98/CLIP-Video-Sentence-Frame-Search
Search anything in a video using openAI's model CLIP.
diegobonilla98/Contrastive-VS-Captioning-Image-Pretraining
Exploring the impact of pretraining approaches on image classification effectiveness of contrastive and captioning trained models.
diegobonilla98/Driver-Fatigue-Detection
Lightweight Driver Fatigue detection
diegobonilla98/Drone-Controlling-Person-Following
A project using a drone and some AI.
diegobonilla98/Face-Embedding-to-Image
A network learns to reconstruct original face from the embeddings used in facial recognition softwares.
diegobonilla98/Face-Pose-Translation-GAN
GAN-based face pose translation
diegobonilla98/Fake-Lens-Defocus
Automatic Image Aperture Variation for Depth of Field Effect
diegobonilla98/Masked-AutoEncoders-Toy-Implementation
A toy and simple implementation to try and debug the internals of MAEs
diegobonilla98/Movie-Score-ConvMixer-Prediction-from-Poster
Can the score of a movie can be predicted just from the poster?
diegobonilla98/Piano-Hero-Augmented-Reality
Toy project of an Augmented Reality overlay that helps learn any song Synthesia style
diegobonilla98/Projector-AR-Arrow-Game
A game using a projector and the Intel Depth camera.
diegobonilla98/Test-Pages
Not telling
diegobonilla98/Unsplash_User_Feedback_Finetuning
Enhancing CLIP-Based Image Search with User Feedback and Advanced Tag Management
diegobonilla98/VQVAE-Toy-Implementation
A stolen implementation of VQVAE for study.
diegobonilla98/Whack-a-Mole-AR-Projector-Game
Same as the arrow game, but with improved graphics and dynamics.
diegobonilla98/WikipediaGraph
A small project to represent wikipedia in a graph.