Rushirajsinh Parmar's starred repositories
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
Flutter-Course-Resources
Learn to Code While Building Apps - The Complete Flutter Development Bootcamp
data-science-interviews
Data science interview questions and answers
pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
flutter_login
Provides login screen with login/signup functionalities to help speed up development
proxylessnas
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
dsb2018_topcoders
DSB2018 [ods.ai] topcoders
hand-gesture-recognition-mediapipe
This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.
SegWithDistMap
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
whisper-youtube
🔉 Youtube Videos Transcription with OpenAI's Whisper
segformer-pytorch
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
CAP_augmentation
Cut and paste augmentation for object detection and instance segmentation
Transformers4Vision
A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.
Loss-Functions-Package-Tensorflow-Keras-PyTorch
Loss function Package Tensorflow Keras PyTOrch
openai-whisper
Robust Speech Recognition via Large-Scale Weak Supervision
deploy-models-with-grpc-pytorch-asyncio
Article about deploying machine learning models using grpc, pytorch and asyncio
Tricks-for-Handling-Imbalanced-Dataset-Image-Classification
Some trick for handling imbalanced dataset
UNet-PyTorch
PyTorch implementation of the U-Net architecture
Loss-Functions-For-Semantic-Segmentation
My own implementation for some sort of loss functions that have been used for segmentation task.
Evaluation-Metrics-Package-Tensorflow-PyTorch-Keras
ML/CNN Evaluation Metrics Package
occlusion-vs-data-augmentations
Oficial repository of ICPR 2020 paper "Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions"
UNet_Biomedical_Image_Segmentation
Implementation of the paper "UNet: Convolutional Networks for Biomedical Image Segmentation"
deploy-models-with-grpc-pytorch-asyncio
Article about deploying machine learning models using grpc, pytorch and asyncio