saidinesh pola's Projects
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
This uses dockerfile to inference sentiment for the given text and it uses BERT model to predict the sentiment of the given data
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
semantic segmentation of drone images
Open source implementation of the baselines presented in the Amazon Product Search KDD CUP 2022.
End-to-End Speech Processing Toolkit
Fineting GPT-6B using deepspeed
FinRL: Financial Reinforcement Learning. š„
A location-based personalized recommendation/Q&A assistant that uses MULT-MODAL RAG to interact with businesses on maps.
ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.
My InterviewBit problems and solutions collection
A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
Model parallel transformers in JAX and Haiku
This is an official implementation for "Revealing the Dark Secrets of Masked Image Modeling" on Depth Estimation.
OpenMMLab Computer Vision Foundation
A reinforcement learning cross attention channel with centralized training and execution for NMMO NeurIPS 2023
NPTEL2020: Speech2Text dataset for Indian-English Accent