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EfficientDet meets Pytorch Lightning
Beginner friendly guide to object detection using EfficientDet.
object-detection efficientdet pytroch-lightning pytroch
Mini-pokedex end to end tutorial - Gotta classify 'em all!
Build a Pokemon image classifier to classify the awesome starters Pikachu, Charmander, Squirtle, and Bulbasaur.
pokemons image-classification fastai docker
Bingoset - CLI tool to create image dataset.
CLI Toolkit to quickly create an image dataset using Bing Image Search API.
datasets cli dataset-creation image-classification
SemTorch
Different deep learning architectures definitions that can be applied to image segmentation.
semantic-segmentation instance-segmentation salient-object-detection segmentation
GP-GAN: Towards Realistic High-Resolution Image Blending
Blending composite images using a generative model and a Gaussian-Poisson equation with a Laplacian Pyramid
generative-adversarial-networks convolutional-neural-networks deep-learning laplacian-pyramid
How to build a production-ready Deep Learning Training loop
Building a custom training loop in Tensorflow and Python with checkpoints and Tensorboards visualizations
training machine-learning deep-learning computer-software
3D Face: Fast, Accurate and Stable Reconstruction
This work extends the previous work 3DDFA, named 3DDFA_V2, titled Towards Fast, Accurate and Stable 3D Dense Face Alignment, accepted by ECCV 2020.
3d-face face-aligment computer-vision pytorch
Sudoku Solver
Solving Sudoku by extracting the puzzle from photo using Computer Vision and OCR and solving it.
computer-vision machine-learning optical-character-recognition code
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