Anas Zafar's Projects
A resource repository for 3D machine learning
An Invitation to 3D Vision: A Tutorial for Everyone
Applied Deep Learning Course
[VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.
An experimental open-source attempt to make GPT-4 fully autonomous.
JAX - A curated list of resources https://github.com/google/jax
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Time Series Analysis of Bitcoin Prediction using LSTM
Implemented chat bot using Keras, which is a Deep Learning library, NLTK, which is a Natural Language Processing toolkit, and some helpful libraries
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
A complete computer science study plan to become a software engineer.
Containers for machine learning
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
Data Science Basics
Image restoration with neural networks but without learning.
Handwritten Digits Classification and Linear Regression
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
Python implementation using libβs face recognition algorithms
Training a Deep Convolutional Generative Adversarial Network(DCGAN) model on a dataset of faces to detect if the image is real or not
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator
A pure-functional implementation of a machine learning transformer model in Python/JAX
Captioning different images through Recurrent Neural Networks
Python implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Leetcode solutions