Norden Ghising Tamang
I do programming. Thank you for visiting my website.
Blogs
Projects
Nepali Language Model Chat
NeLM-Chat, Nepali Language Model-Chat, is a chat application finetuned on new Llama-3 from Meta AI focusing on Nepali Language.
Nepal Constitution Instruction Dataset
A dataset curated to train NeLM, enabling accurate, context-aware responses about Nepal’s Constitution and legal framework.
Text-to-Image Generator
Final year project of BSc. CSIT on Text-to-Image generator system using a Latent Diffusion Model, leveraging Python, PyTorch, VAEs and U-Net to generate realistic images from textual prompts.
ResNet Foodie
ResNetFoodie is a deep learning application leveraging transfer learning with ResNet50 to classify Nepali dishes.
Paper Implementations
LeNet5 Implementation
"Gradient Based Learning Applied to Document Recognition" by Yann LeCun, Léon Bottou, Yoshua Bengio and Patrick Haffner.
AlexNet Implementation
"ImageNet Classification with Deep Convolutional Neural Networks" by Alex Krizhevsky, Ilya Sutskever and Geoffrey Hinton.
VGG Implementation
"Very Deep Convolutional Networks for Large-Scale Image Recognition" by Karen Simonyan and Andrew Zisserman.
GoogLeNet Inception V1 and V2 Implementation
"Going Deeper with Convolutions" by Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke and Andrew Rabinovich.
U-Net Implementation
"U-Net: Convolutional Networks for Biomedical Image Segmentation" by Olaf Ronneberger, Philipp Fischer and Thomas Brox
ResNet Implementation
"Deep Residual Learning for Image Recognition" by Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun
SqueezeNet Implementation
"SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size" by Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally and Kurt Keutzer.
DenseNet Implementation
"Densely Connected Convolutional Networks" by Gao Huang, Zhuang Liu, Laurens van der Maaten and Kilian Q. Weinberger.