Awsaf's starred repositories
probability
Probabilistic reasoning and statistical analysis in TensorFlow
efficientdet-tf2
This is the tf2.0 version of efficientdet.
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
ecg-classification
An electrocardiogram classification with 1D CNN on The PhysioNet Computing in Cardiology Challenge 2017
Gradient-Centralization-TensorFlow
Instantly improve your training performance of TensorFlow models with just 2 lines of code!
detr-tensorflow
Tensorflow implementation of DETR : Object Detection with Transformers
efficientdet-tf
Custom implementation of EfficientDet https://arxiv.org/abs/1911.09070
pycococreator
Helper functions to create COCO datasets
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
first-contributions
🚀✨ Help beginners to contribute to open source projects
eval-mpii-pose
Evaluation code for the MPII human pose dataset
pytorchvideo
A deep learning library for video understanding research.
SciencePlots
Matplotlib styles for scientific plotting
evaluations
This library implements various metrics (including Kaggle Competition, Medicine) for evaluating ML, DL, AI models, and algorithms. 📐📊📈📉📏
Anime2Sketch
A sketch extractor for anime/illustration.
docker-python
Kaggle Python docker image
connect-caption-and-trace
A unified framework to jointly model images, text, and human attention traces.
audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
pytorch-goodies
PyTorch Boilerplate For Research
involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
LambdaNetworks
Implementation of LambdaNetworks, a framework for capturing long-range interaction between structured contextual information. Tensorflow-2.x implementation.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Tensorflow-Boundary-Loss-for-Remote-Sensing-Imagery-Semantic-Segmentation
Tensorflow Implementation
LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)