Name: Felipe Torres Figueroa
Type: User
Company: École Centrale
Bio: PhD Student at École Centrale Marseille, working on Network Interpretation and Image Recognition.
Location: Marseille, France
Blog: ftorres11.github.io
Felipe Torres Figueroa's Projects
The code from the top teams in the 2020 AI City Challenge
Code for paper "Adversarial Generator-Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky
Autoencoder tutorial for Advanced Machine Learning Course (BCV Uniandes)
Caffe: a fast open framework for deep learning.
Caffe2 is a lightweight, modular, and scalable deep learning framework.
PyTorch implementation of Deformable Convolution
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
A PyTorch Implementation of Focal Loss.
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Kaggle dogs vs cats solution
Neural network visualization toolkit for keras
Files for the vision laboratory
Learn Julia the hard way!
Unsupervised Feature Learning via Non-parametric Instance Discrimination
Materiales para Learning Machine Learning 2019
Machine Learning Course, Bogotá, Colombia 2019
TensorFlow Neural Machine Translation Tutorial
Implementation of Non-local Block.
Introducción a Python en el curso de verano Learning Machine Learning
PyTorch implementation of Deformable Convolution
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
RetinaNet in PyTorch
Pytorch version of Realtime Multi-Person Pose Estimation project
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
Bag of Tricks and A Strong Baseline for Deep Person Re-identification