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amlarraz's Projects

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

augly icon augly

A data augmentations library for audio, image, text, and video.

axial-deeplab icon axial-deeplab

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

checkered-cnn icon checkered-cnn

A new technique to increase receptive field in convolutional neural networks without losing so much information.

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores is used)

deep_sort_yolov3 icon deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

dis icon dis

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

dsfd-pytorch-inference icon dsfd-pytorch-inference

A High-Performance Pytorch Implementation of face detection models, including RetinaFace and DSFD

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

imgaug icon imgaug

Image augmentation for machine learning experiments.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras_lr_finder icon keras_lr_finder

Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml-models icon ml-models

Some of machine learning models applied over a csv

multinet icon multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

ner-evaluation icon ner-evaluation

An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

pspnet icon pspnet

PSPNet for Semantic Segmentation with tensorflow and keras

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