This is my first step towards Siraj Raval's #100daysofmlcode,I'll be updating it on daily basis.
Doing CIFAR10 using 3 convolutional neural network
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.
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
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.
Continuation of studying YOLO algorithm.
Started implementing YOLO algorithm with opencv,will add code repo within few days
Currently I'm using Intel AI cloud for computing,today just setted up google colab and watched some videos about video analysis.
Not much progress,but I'm trying to create a video analyser with opencv and YOLO.So revised YOLO algorithm from deeplearning.ai.
Skipping programming for two days due to some non-technincal issues.
Just played with YOLO in command line with the documentation given in official site https://pjreddie.com/darknet/yolo/ . Need to do more.
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.
Revised CNN course deeplearning.ai
Skipping this days