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100days_of_machinelearning_code

This is my first step towards Siraj Raval's #100daysofmlcode,I'll be updating it on daily basis.

day-1

Doing CIFAR10 using 3 convolutional neural network

day-2

Learned to do transfer learning with keras inception_resnet_v2 fixed some bugs in yesterdays CIFAR10 convolutional neural network.Here is the github link of dog-breed classification.https://github.com/pranavsuresh7/100days_of_machinelearning_code/tree/master/Dog_breed%20classification%20transfer%20learning . Need to upload some files in dog-breed classification which I'll upload tommorow.

day-3

Attended google developer group study jam initiated by keralaai(https://keralaai.in/) Fixed some bugs on the workshop I attended today and learned to make tensorflow estimators from scratch. link of day 3 - https://github.com/pranavsuresh7/100days_of_machinelearning_code/tree/master/tensorflow%20estimators

day-4

Made an image classifier which differentiates carrot and cuccumber.Used inceptionv3 model keras for transfer learning. Link of repo-https://github.com/pranavsuresh7/carrot-or-cuccumber-inceptionv3 Studied some basics of YOLO-You Only Look Once algorithm for video processing.Will do more on YOLO comming days.

day-5

Continuation of studying YOLO algorithm.

day-6

Started implementing YOLO algorithm with opencv,will add code repo within few days

day-7

Currently I'm using Intel AI cloud for computing,today just setted up google colab and watched some videos about video analysis.

day-8

Not much progress,but I'm trying to create a video analyser with opencv and YOLO.So revised YOLO algorithm from deeplearning.ai.

day-9

Skipping programming for two days due to some non-technincal issues.

day-10

Just played with YOLO in command line with the documentation given in official site https://pjreddie.com/darknet/yolo/ . Need to do more.

day-11

Started building real time object detection,https://github.com/pranavsuresh7/100days_of_machinelearning_code/blob/master/real%20time%20object%20detection/real%20time%20object%20detection.ipynb this is not complete,I have just started it.

day-12

Revised CNN course deeplearning.ai

day-13-14[aug 25-26]

Skipping this days

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