Pinned Repositories
fewshotDatasetDesign
The paper studies the problem of learning to recognize a new class of objects from a very small number of labeled images. This is called few-shot learning. Previous work in the literature focused on designing new algorithms that allow to learn to generalize to new unseen classes.In this work, we consider the impact of the dataset that we train on, and experiment with some dataset manipulations to see which trade-offs are important in the design of a dataset aimed at few-shot learning.
pix2vec
Deep image generation is becoming a tool to enhance artists and designers creativity potential. In this paper, we aim at making the generation process more structured and easier to interact with. Inspired by vector graphics systems, we propose a new deep image reconstruction paradigm where the outputs are composed from simple layers, defined by their color and a vector transparency mask.
augmentedReality
Project on augmented reality for the Object Recognition course - MVA MASTER
Assembling-LEGO-set-with-holographic-instructions
Project on augmented reality for the Object Recognition course - MVA MASTER
corruptVideo
Repair a corrupt video containing outliers and frames in random order
detecting-breast-cancer-metastases
FewShotWithoutForgetting
Restricted-Boltzmann-Machine
Probabilistic Graphical Models project - MVA class
rev_compile_statements
A simple script to compile the monthly statements provided by Revolut for trading history.
SportShooting2
iOS App for filming a car with an inspire 1
sbaio's Repositories
sbaio/corruptVideo
Repair a corrupt video containing outliers and frames in random order
sbaio/Restricted-Boltzmann-Machine
Probabilistic Graphical Models project - MVA class
sbaio/rev_compile_statements
A simple script to compile the monthly statements provided by Revolut for trading history.
sbaio/Assembling-LEGO-set-with-holographic-instructions
Project on augmented reality for the Object Recognition course - MVA MASTER
sbaio/FewShotWithoutForgetting
sbaio/SportShooting2
iOS App for filming a car with an inspire 1
sbaio/detecting-breast-cancer-metastases
sbaio/ardupilot-solo
sbaio/BicycleGAN
[NIPS 2017] Toward Multimodal Image-to-Image Translation
sbaio/DeepRL
Reinforcement learning - MVA project
sbaio/ecommerce_purchase_prediction
Predict whether a customer will purchase a product after viewing it one or multiple times.
sbaio/EfficientCoding
A repository for stimulating python algorithms
sbaio/HMM
Probabilistic graphical models - TP3
sbaio/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
sbaio/Mobile-SDK-iOS
DJI Mobile SDK for iOS: http://developer.dji.com/mobile-sdk/
sbaio/NLP-Email-recipient-recommendation
Challenge as part of NLP course - master MVA
sbaio/Onboard-SDK
DJI Onboard API Samples
sbaio/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
sbaio/typed.js
A JavaScript Typing Animation Library