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Sardhendu Mishra's Projects

autolabel icon autolabel

Label, clean and enrich text datasets with Large Language Models (LLMs)

basic-yolo-keras icon basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

carnd-capstone icon carnd-capstone

Final Capstone project for Udacity's self-driving-car Nano-Degree

cluster-analysis icon cluster-analysis

{Python}: An efficient and robust way of clustering categorical datasets.

deep-neural-nets icon deep-neural-nets

Neural-Networks using TensorFlow and assignment from Coursera's and Udacity's Neural Network lessons

deeprl icon deeprl

Deep Reinforcement Learning Projects

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

keras-vis icon keras-vis

Neural network visualization toolkit for keras

kmodes icon kmodes

Implementation of the k-modes clustering algorithm for categorical data, and several of its variations.

license-plate-detection icon license-plate-detection

{Python}: Detect and extract the license plate of vehicles using Machine Learning and Image Processing Techniques

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

neural-style-transfer icon neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

objectdetection icon objectdetection

Detect an Object in an Image using deep learning methods such as YOLO and Mask-RCNN

pymc3 icon pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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