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100-plus-python-programming-exercises-extended

100+ python programming exercise problem discussed ,explained and solved in different ways

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

asv-anti-spoofing-with-res2net

Implementation of the paper: Replay and Synthetic Speech Detection with Res2Net architecture (ICASSP 2021) https://arxiv.org/abs/2010.15006

audio-pretrained-model

A collection of Audio and Speech pre-trained models.

awesome-human-motion

🏃‍♀️ A curated list about human motion capture, analysis and synthesis.

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

awesome-pretrained-stylegan2

A collection of pre-trained StyleGAN 2 models to download

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

book_recommender

A basic recommender system to predict n number of books based on collabrative filering technique.

channel-wise-gated-res2net

Implementation of the paper: Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks (INTERSPEECH 2021)

classification_models_hyperparameters_tuning

The main aim behind this project is to compare different Regression and classification models on the given data set and perform hyper parameter tuning using GridSearchCV .The dataset is obtained from kaggle.

clustering-of-online_shopping_customer_intention

Clustering of given Online_Shopping_Customer_Intention data is done using KMeans and Agglomerative Clustering Techniques.

cnn_model_unbalanced_classes_problem

This data set has noticeably unbalance classes which are binary(0,1) , the aim is to build a CNN model to make predictions.

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

dl_image_classification_on_fashion_images

The is inbuilt Dataset in keras containing 60000 train images and 10000 test images, A basic Fully connected Neural Net is built using Keras to make predictions.

espnet

End-to-End Speech Processing Toolkit

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

image2svg-awesome

All about image tracing and vectorization—the conversion of a raster image (jpg/png) to a vector image (svg).

ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning-models

madewithml

Learn how to responsibly deliver value with ML.

mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

olympics_dataset_visuals_kaggle

A visual description of Olympics data from kaggle using Plotly and Seaborn. Also the graphs from plotly are not visible here but they will be present when the code is opened in jupyter notebook.

opencv_motion_detector_cam

A Simple motion detector that is built with the help of OpenCV.

opencv_user_live_face_detection

A Simple locking system to detect user face from live feed to grant him access

pipeline-to-implement-multiple-classifications-models

A very useful pipeline code to apply several classifications models on data.