Jean Paul's Projects
A solution to visualize and explore 3D models in your browser.
Real-time Action detection demo for the work Actor Conditioned Attention Maps. This repo includes a complete pipeline for person detection/tracking and analyzing their actions in real-time.
Tryton module with AFIP WS integration
PCB files for the Adafruit Feather 32u4 RFM/LoRa
Qor Admin - Instantly create a beautiful, cross platform, configurable Admin Interface and API for managing your data in minutes.
Implicit neural reconstruction, manipulation and scene composition for 3D object
[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
Advanced Background Subtraction using OpenCV
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Best Ai Papers
Extending Hugging Face transformers APIs for Transformer-based models and improve the productivity of inference deployment. With extremely compressed models, the toolkit can greatly improve the inference efficiency on Intel platforms.
๐ฎ ChatGPT Desktop Application (Mac, Windows and Linux)
Cรณdigo Python, Jupyter Notebooks, archivos csv con ejemplos para los ejercicios del Blog aprendemachinelearning.com y del libro Aprende Machine Learning en Espaรฑol
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
compare popular deep learning libraries
CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition
[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition
NVIDIA DeepStream based Video Analytics
[SIGGRAPH21] DeepFormableTag: End-to-end Generation and Recognition of Deformable Fiducial Markers
A project demonstration to do the industrial defect segmentation based on loading the image from directory and generate the output ground truth.
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Street View Image Segmentation with PyTorch and Facebook Dectectron2 (CPU+GPU)
Automatic information extraction from identity card with ocr
Free, platform independent, behavior tracking software.
Sift based face recognition
Real-time implementation of Brad Atcheson's CalTag camera calibration scheme. This work was supported under Grant Intel/NSF VEC 1538950.
lib release of paper [TopoTag: A Robust and Scalable Topological Fiducial Marker System]
[CVPR 2022] Focal Length and Object Pose Estimation via Render and Compare
This repo includes the resnet50 model for fruit detection trained on the Fruits 360 dataset using Pytorch.
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER