kvsnoufal/dashcam-object-detection

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kvsnoufal/dashcam-object-detection

kvsnoufal

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Label images with LabelImg; Object detection with detectron2

portfolio-optimization

reinforce

Implementing REINFORCE algorithm on Pong, Lunar Lander and Cartplot + Medium Article

Pytorch-FaceNet-DogDataset

Paper To Code implementation of Facenet in native pytorch on Dog Dataset

GauGanPytorch

Paper To Code implementation of NVIDIA's GauGan on a custom Landscape 's Dataset. Generating photorealistic-ish:p images from drawings

Jupyter Notebook

ImageGeoLocation

Building a neural network that predicts that can geotag an outdoor image and how to catch a cheating neural network with grad-cam

MSPhi2-for-classification-LoRA

Training Microsoft Phi 2 LLM for sequence classification with LoRA and QLoRA

Jupyter Notebook

webdevagent

Langchain Agent for Web Development With GPT-4o

Jupyter Notebook

Latent-Space-Interpolation

Using Autoencoders with keras and tensorflow.js

Jupyter Notebook

MidiTransformer

GPT transformer from scratch, training to generate midi music , using Pytorch

Jupyter Notebook

pix2pix

Paper To Code implementation of pix2pix GAN

signboard_text_detection

Generate synthetic dataset for object detection (Faster R-CNN)

Jupyter Notebook

neural_style_transfer

A CNN based approach to transfering "artistic style" from one image to another

Jupyter Notebook

langchainWorkshop

Jupyter Notebook

alphazeroTicTacToe

Coding AlphaZero algorithm from scratch to play the game of TicTacToe and it never loses!!

wordFaceNet

dubaistablediffusionvideo

Prompt interpolation and latent walk using Stable Diffusion.

ambigramPytorch

Generating Ambigram with PyTorch

llm_sampling

Exploring Top p, greedy sampling and temperature on LLM generation

Jupyter Notebook