
Sarika Ghimire
@Sarizzka
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Building my way in the tech industry #javascript
Joined July 2020
#LSPPDay50 .I learnt, Beam Search is an efficient search algorithm used in NLP and AI tasks. It balances speed and accuracy by keeping only the top-k best options at each step, using a scoring function to guide decisions. #60DaysOfLearning2025 #LearningWithLeapfrog.@lftechnology
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#LSPPDay49.Today I learnt that CRNN combines CNN and RNN (specifically Bidirectional GRU) to process audio data efficiently by extracting spatial features and learning temporal patterns for accurate classification. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog
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#LSPPDay48.I learnt that CTC helps models align input sequences (like audio frames) to output sequences (like text) without exact timing, using blanks and merging repeats to decode accurate variable-length predictions. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog
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#60DaysOfLearning2025 #LearningWithLeapfrog #LSPPDay47 I learnt that Spatial Transformer Networks help models adaptively correct image distortions like rotation or scaling using a localisation net, grid generator, and sampler for better recognition accuracy. @lftechnology
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I learnt about how AI is transforming life through effective intelligence through this documentary: #LSPPDay46 @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog.
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Can A.I. make music? Can it feel excitement and fear? Is it alive? Will.i.am and Mark Sagar push the limits of what a machine can do. How far is too far, and...
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I learnt how DeepSORT combines Kalman Filter, Hungarian Algorithm, and deep appearance descriptors for real-time object tracking, reducing identity switches and handling occlusion better than traditional methods @lftechnology #60DaysOfLearning2025 #LearningWithLeapfrog #LSPPDay45
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I learned that McNemarโs test compares two classifiers on the same data by checking if their prediction differences are statistically significant using a chi-square test and a contingency table. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog #LSPPDay44
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#LSPPDay41.I learned how to detect license plates in images using image preprocessing, contour detection, and pretrained deep learning models like VGG-16 for accurate localization. @lftechnology.#LearningWithLeapfrog #60DaysOfLearning2025.
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#LSPPDay40.Today I attended session "๐ณ๐๐๐๐๐๐๐๐ ๐๐ ๐ซ๐๐๐ถ๐๐: ๐๐๐๐ ๐ญ๐๐๐๐ ๐บ๐๐๐ ๐๐๐๐ ๐ซ๐๐๐๐๐๐๐๐๐" where we dived into Devops Introduction and Server Configuration setting up for day2. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog
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