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Deep Learning for Object Detection: A Comprehensive Review
A closer look at Tensorflow’s object detection models: Faster R-CNN, R-FCN, and SSD.
object-detection convolutional-neural-networks rcnn computer-vision
Deep Learning for Videos: A 2018 Guide to Action Recognition
In this post, I summarize the literature on action recognition from videos.
action-recognition video video-classification temporal-cnn
Cycle Text-To-Image GAN with BERT
Image generation from their respective captions, building on state-of-the-art GAN architectures.
generative-adversarial-networks bert transformers image-to-text
Learning to See before Learning to Act: Visual Pre-training
We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
computer-vision transfer-learning robotics affordance
Sign Language Interpreter using Deep Learning
A sign language interpreter using live video feed from the camera. The project was completed in 24 hours as part of HackUNT-19, the University of North ...
sign-language computer-vision tutorial
GANs in Computer Vision : An article review series
An article series where we review the most important research papers on GANs from 2015 to today. 6 articles, 20 papers, 20000 words
generative-adversarial-networks computer-vision generation unsupervised-learning
DPOD: Pose Estimator
PyTorch recreation of a SOTA 6D Pose estimation research paper.
computer-vision pose-estimation
Semi-supervised image classification with GANs
Shows how to perform semi-supervised image classification with GANs. The cover image is from Chapter 7, GANs in Action.
generative-adversarial-networks semi-supervised-learning tensorflow keras
A pytorch adversarial library for attack and defense methods on images and graphs.
adversarial-learning adversarial-attacks adversarial-defense pytorch
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