bharat3012
B.Tech Graduate || Deep learning/ machine learning enthusiast. A passionate/avid learner.
Deep Learning Solutions Architect @NVIDIA Rajasthan
Pinned Repositories
Attention_LadderNet
Effective 2D Pancreas CT Scan Segmentation
Deep-Dilated-V-Net-for-3D-Volume-Segmentation-of-Pancreas-in-CT-images
3D Pancrease Volume Segmentation using state-of-the-art DDV-Net model.
Eigen-Vectors-based-Rotation-Invariant-Multi-Object-Deep-Detector
Rotated object detection using YOLOv3-CNN Object Detector without training with augmented images.
Fake_Faces_DCGAN_GDPP_LOSS
DCGAN + GDPP Loss for Fake Face Generation on Celeb A Dataset
Finger-Reader-Vision-to-Speech-Perception.ai-
Finger-reader: Vision to Speech Library for Visually Impaired
Google-Cloud-An-Easy-Way-to-an-Amazing-Platform
Best descripted way to use your google cloud account for free free free :)
Its-DNA-Classification
End to end simplest model for dna random embedding and cnn based classification in keras with tensorflow backend.
Machine-Translation-French-to-English
French to English Translation
MNIST_PyTorch-Lightning-Ignite
MNIST Digit Classification in PyTorch, Lightning & Ignite
Pytorch-Cat-Dog-Classifier
Implemented in Python 3.6 on Pytorch, trained the network(Resnet) on 4000 images of Cats/Dogs with different hyperparameter sets and obtained a validation set accuracy on 1000 images of 87%. with Transfer-Learning on a pre-trained Resnet-50 architecture on ImageNet, accuracy increased to 96%.
bharat3012's Repositories
bharat3012/Its-DNA-Classification
End to end simplest model for dna random embedding and cnn based classification in keras with tensorflow backend.
bharat3012/Pytorch-Cat-Dog-Classifier
Implemented in Python 3.6 on Pytorch, trained the network(Resnet) on 4000 images of Cats/Dogs with different hyperparameter sets and obtained a validation set accuracy on 1000 images of 87%. with Transfer-Learning on a pre-trained Resnet-50 architecture on ImageNet, accuracy increased to 96%.
bharat3012/Word-Representation-Vector-Space
bharat3012/Bharat_CV1
An academic Curriculum Vitae format for students with the source code in LATEX.
bharat3012/Finger-Reader-Vision-to-Speech-Perception.ai-
Finger-reader: Vision to Speech Library for Visually Impaired
bharat3012/Git-Commands
A list of commonly used Git commands
bharat3012/Expermentations_with_XOR_NNs
bharat3012/Human_Safety_MyYOLOv3
YOLOv3 for Object detection a PyTorch Implementation
bharat3012/Portfoliox
My Portfolio/Resume
bharat3012/attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
bharat3012/awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
bharat3012/Awesome-NAS
A curated list of neural architecture search (NAS) resources.
bharat3012/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
bharat3012/deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
bharat3012/deeplearning-biology
A list of deep learning implementations in biology
bharat3012/ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
bharat3012/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
bharat3012/Face-Generator
Built a DCGAN model for generating human faces.
bharat3012/ganhacks
starter from "How to Train a GAN?" at NIPS2016
bharat3012/LadderNet
bharat3012/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
bharat3012/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
bharat3012/pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
bharat3012/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
bharat3012/SLANTbrainSeg
Deep Whole Brain Segmentation Using SLANT Method
bharat3012/sshfs
A network filesystem client to connect to SSH servers
bharat3012/the-gan-zoo
A list of all named GANs!
bharat3012/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
bharat3012/cdQA
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
bharat3012/data-science-question-answer
A repo for data science related questions and answers