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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
Object Detection for Dummies
We will go through several basic concepts, algorithms, and popular deep learning models for image processing and object detection.
object-detection image-processing convolutional-neural-networks yolo
Image Similarity Search in PyTorch
Simple Convolutional Auto-encoder based image similarity search to find similar images to given image or features. Fully written in PyTorch.
image-similarity-search pytorch autoencoders computer-vision
C++ Implementation of PyTorch Tutorials for Everyone
This repository provides tutorial code in C++ to learn PyTorch by building CNNs, RNNs, etc. Tutorials are divided into three sections based on complexity.
pytorch c++ torch torchscript
Understanding the receptive field of deep convolutional networks
An intuitive guide on why it is important to inspect the receptive field, as well as how the receptive field affect the design choices of deep ...
convolutional-neural-networks deep-learning machine-learning article
Interact with PyTorch layers using Jupyter Widgets
Build your understanding of PyTorch's ConvTranspose1d layer using interactive visualisations
convolutional-neural-networks padding stride interactive
Training CNN with Mixed Precision in PyTorch 1.6
Simple Example on MNIST dataset illustrating Mixed Precision Training.
deep-learning pytorch code convolutional-neural-networks
NSFW Image Classification REST API built with TensorFlow.JS
A ready-to-use & open-source NSFW Image Classification REST API built with TensorFlow.JS and NSFW.JS for effortless Content Moderation
open-source tensorflow-js nsfw node-js
CNNs from Scratch with NumPy
This is an attempt at implementing a Convolutional Neural Network using only Python and Numpy.
convolutional-neural-networks from-scratch lenet5 numpy
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
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