RamchandraCheke's repositories
ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
AugLy
A data augmentations library for audio, image, text, and video.
BASS
Bayesian Adaptive Superpixel Segmentation (ICCV 2019)
coding-interview-university
A complete computer science study plan to become a software engineer.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
kits21
The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmcv
OpenMMLab Computer Vision Foundation
models
Models and examples built with TensorFlow
ModelsGenesis
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
MONAI
AI Toolkit for Healthcare Imaging
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
PiCIE
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)
PixPro
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021
PixPro-TF
TF2.x implementation of PixPro (Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021).
Pretext-Invariant-Representations
Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
pytorch-polynomial-lr-decay
Polynomial Learning Rate Decay Scheduler for PyTorch
pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
SiT
Self-supervised vIsion Transformer (SiT)
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
stardist
StarDist - Object Detection with Star-convex Shapes
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels (ECCV 2020)
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
White-box-Cartoonization
Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”
ZeroCostDL4Mic
ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy