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Tahmid Alavi Ishmam's Projects

base-conversion-calculator- icon base-conversion-calculator-

By this calculator user will able to conver a number one number system to another like Decimal to Binary. Binary to Hexadecimal etc.

base-converter icon base-converter

With this program, the user will be able to convert one number system to another number system.

basic-image-classification-pipeline icon basic-image-classification-pipeline

1) Understand the basic Image Classification pipeline and the data - driven appr oach (train/predict stages) 2) Develop proficiency in writing efficient vectorized code with numpy 3) Implement and apply a k - Nearest Neighbor ( kNN ) classifier

cycle-detection icon cycle-detection

For Cycle Detection, a common approach is by using DFS. But recursion is not good if we think in the context of space. Here I use my algorithm. Actually, this challenge was given by my Algo professor to me. It was fun.

dijkstra-s-algorithm icon dijkstra-s-algorithm

Dijkstra algorithm is for single-source shortest path problem if a weighted graph is given then we have to find our shortest path from some starting vertex to destination vertex. It is a greedy algorithm. That means its progress by using the locally optimal path.

face-detection-viola-jones-mtcnn- icon face-detection-viola-jones-mtcnn-

In this program, I developed a GUI to see a comparative performance between these two algorithms of face detection. It is interesting because viola-jones is an image processing-based algorithm. On the other hand, MTCNN is a CNN-based algorithm.

flutter-widgets icon flutter-widgets

Syncfusion Flutter widgets libraries include high quality UI widgets and file-format packages to help you create rich, high-quality applications for iOS, Android, and web from a single code base.

huffman-coding icon huffman-coding

Huffman coding is a lossless data compression algorithm. Besides compressing the data, this code will automatically generate five txt files. input.txt -> Our input text frequency_table.txt -> Frequency of the letters. code_table.txt -> generated code for every letters. code.txt -> Huffman Code output.txt -> Decompress from Huffman code.

longest-common-subsequence-lcs- icon longest-common-subsequence-lcs-

LCS for input Sequences “ABCDGH” and “AEDFHR” is “ADH” of length 3. LCS for input Sequences “AGGTAB” and “GXTXAYB” is “GTAB” of length 4.

prim-s-algorithm icon prim-s-algorithm

Prim's algorithm is a greedy algorithm that finds a minimum spanning tree for a weighted undirected graph.

simple-lstm icon simple-lstm

LSTM stands for long short-term memory networks, used in the field of Deep Learning. It is a variety of recurrent neural networks (RNNs) that are capable of learning long-term dependencies, especially in sequence prediction problems.

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