Dear-Acanthisitta698 t1_j70f4rk wrote on February 3, 2023 at 4:14 AM

Reply to [p] Is it possible to add more classes to an already trained resnet image classifier model without the need to retrain it in all dataset again? [p] by YukkiiCode

Check out Catastrophic Forgetting

Dear-Acanthisitta698 t1_j4zqkv8 wrote on January 19, 2023 at 11:51 AM

Reply to [D] What is the name of this NLP technique? by Kebet-Mendez

Text QA might work. Give descriptiom as passage and question as "how many number of rooms in this house?".

Dear-Acanthisitta698 t1_ityuwcv wrote on October 27, 2022 at 9:21 AM

Reply to [D] Python function that changed your life in regard to Machine Learning by popcornn1

I like pudb with classic blue screen

Dear-Acanthisitta698 t1_ittlyp3 wrote on October 26, 2022 at 5:33 AM

Reply to [D] how to add tabular data to cnn image classifier by rich_atl

May use embedding for categorical value and linear for continuous value. You can also use bin for making continuous value into categorical.

Dear-Acanthisitta698 t1_itpqu2j wrote on October 25, 2022 at 12:33 PM

Reply to comment by External_Oven_6379 in Combining image and text embedding [P] by External_Oven_6379

I think the problem is concatenating visual and text feature. While dim of text feature is a lot smaller than visual feature, these information might be white out. So you may following LastVariation 's ideas (first get images with same categories then search within them) or scale up the text vector (maybe multiply 80, this is a hyperparmeter).

Dear-Acanthisitta698 t1_itpckwk wrote on October 25, 2022 at 9:57 AM

Reply to Combining image and text embedding [P] by External_Oven_6379

I suggest using recent pretrained models to extract features. Open AI Clip might be your start point.

Dear-Acanthisitta698 t1_itjt7mg wrote on October 24, 2022 at 4:06 AM

Reply to [D] Newbie question about training and epoch by BarcaStranger

If you save optimizer as well then it will almost same (it is almot same because random functions e.g. dropout will have different value). If you does not save the optimizer, then it will use initial lr setting so it might results different.

Dear-Acanthisitta698 t1_ir4rpk8 wrote on October 5, 2022 at 10:14 AM

Reply to [R] Google Colab alternative by Zatania

Maybe using numpy instead of python list can help