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machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-for-learning-resources

This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.

mosaic_data_augmentation_yolo

Implement mosaic image augmentation with YOLO format

mpeg-4-video-compression

Project(EE 705)

multi-scale-attention

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

munit

Multimodal Unsupervised Image-to-Image Translation

mwptoolkit

MWPToolkit is an open-source framework for math word problem(MWP) solvers.

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥

neural-style

Torch implementation of neural style algorithm

par-cvpr-21

Contains notebooks for the PAR tutorial at CVPR 2021.

pix2pix

Image-to-image translation with conditional adversarial nets

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pyeeglab

Analyze and manipulate EEG data using PyEEGLab.

pytorch

Fork of PyTorch, with improved LBFGS optimizer: line search based step size, full batch and minibatch operation possible. See

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-cortexnet

PyTorch implementation of the CortexNet predictive model

pytorch-examples

Simple examples to introduce PyTorch

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-yolo

YOLO v1 pytorch implementation

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

pytorch_yolov4

PyTorch implementation of YOLOv4

radam

On the Variance of the Adaptive Learning Rate and Beyond

replacing-yolov3-backbone-with-chexnet-for-pneumonia-detection

Building a deep learning model that automatically detects & locate potential pneumonia lung opacities on chest radiographs (CXR).

rnn

RNN for sentiment analysis

sa-da-faster

sample-weighting-network

Implementation of 'Learning a Unified Sample Weighting Network for Object Detection' [CVPR 2020]

scrl

PyTorch Implementation of Spatially Consistent Representation Learning(SCRL)