Lucas David's repositories
keras-explainable
Efficient explaining AI algorithms for Keras models
mazerunner
Final Project for Artificial Intelligence 2016-1 class at UNICAMP.
minmax-cam
Official implementation for the paper "MinMax-CAM: Improving Focus of CAM-Based Visualization Techniques in Multi-Label Problems"
manifold-learning
Final project as student at Universidade Federal de Sao Carlos.
algorithms-in-tensorflow
Experiments with gpu support, persistent logging and stable docker env.
artificial
A basic API for artificial intelligent agents described in the book "Artificial Intelligence: A Modern Approach", by Russell and Norvig.
convolutional
Convolutional Nets implemented in pyCuda.
neural-style-keras
Implementation of neural style transfer methods using Keras and Tensorflow
resnet38d-tf
Tensorflow implementation for ResNet38 dilated, with weights
afhp
Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings
connoisseur
Provenance Analysis in Paintings
deeplab-pytorch
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
LPCAM
The official code of CVPR 2023 paper (Extracting Class Activation Maps from Non-Discriminative Features as well).
resnest-tf
ResNeSt: Split-Attention Networks for Tensorflow2
scikit-multilearn
A scikit-learn based module for multi-label et. al. classification
tf-experiment
Tensorflow experiment template.
unicamp-ia004-neural-networks-2
Neural Networks II class at Universidade Federal de Campinas
unicamp-mo443-image-processing
Introduction to Image Processing, 2021/1
unicamp-mo444-machine-learning
Introduction to Machine Learning, 2021/1